### 2007

Daniel
Schneegaß,
Steffen
Udluft, and
Thomas
Martinetz,

**{E}xplicit {K}ernel {R}ewards {R}egression for {D}ata-{E}fficient {N}ear-optimal {P}olicy {I}dentification**, in*Proc. of the {E}uropean {S}ymposium on {A}rtificial {N}eural {N}etworks*, Michel Verleysen, Eds. 2007. pp. 337--342.File: | ScUdMa07a.pdf |

Bibtex: | @inproceedings{ScUdMa07a, author = {Daniel Schneega{\ss} and Steffen Udluft and Thomas Martinetz}, title = {{E}xplicit {K}ernel {R}ewards {R}egression for {D}ata-{E}fficient {N}ear-optimal {P}olicy {I}dentification}, booktitle = {Proc. of the {E}uropean {S}ymposium on {A}rtificial {N}eural {N}etworks}, editor = {Michel Verleysen}, pages = {337--342}, year = {2007}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScUdMa07a.pdf} } |

Daniel
Schneegaß,
Steffen
Udluft, and
Thomas
Martinetz,

**{I}mproving {O}ptimality of {N}eural {R}ewards {R}egression for {D}ata-{E}fficient {B}atch {N}ear-{O}ptimal {P}olicy {I}dentification**, in*Proc. of the {I}nternational {C}onference on {A}rtificial {N}eural {N}etworks*, 2007. pp. 109--118.File: | ScUdMa07b.pdf |

Bibtex: | @inproceedings{ScUdMa07b, author = {Daniel Schneega{\ss} and Steffen Udluft and Thomas Martinetz}, title = {{I}mproving {O}ptimality of {N}eural {R}ewards {R}egression for {D}ata-{E}fficient {B}atch {N}ear-{O}ptimal {P}olicy {I}dentification}, booktitle = {Proc. of the {I}nternational {C}onference on {A}rtificial {N}eural {N}etworks}, pages = {109--118}, year = {2007}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScUdMa07b.pdf} } |

Michael
Dorr,
Martin
Böhme,
Thomas
Martinetz, and
Erhardt
Barth,

**Gaze beats mouse: a case study**, in*The 3rd Conference on Communication by Gaze Interaction - COGAIN 2007, Leicester, UK*, 2007. pp. 16--19.File: | DoBoMaBa07.pdf |

Bibtex: | @inproceedings{DoBoMaBa07, author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth}, title = {Gaze beats mouse: a case study}, booktitle = {The 3rd Conference on Communication by Gaze Interaction - COGAIN 2007, Leicester, UK}, year = {2007}, pages = {16--19}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa07.pdf} } |

Daniel
Schneegaß,
Anton Maximilian
Schaefer, and
Thomas
Martinetz,

**{T}he {I}ntrinsic {R}ecurrent {S}upport {V}ector {M}achine**, in*Proc. of the {E}uropean {S}ymposium on {A}rtificial {N}eural {N}etworks*, Michel Verleysen, Eds. 2007. pp. 325--330.File: | ScScMa07.pdf |

Bibtex: | @inproceedings{ScScMa07, author = {Daniel Schneega{\ss} and Anton Maximilian Schaefer and Thomas Martinetz}, title = {{T}he {I}ntrinsic {R}ecurrent {S}upport {V}ector {M}achine}, booktitle = {Proc. of the {E}uropean {S}ymposium on {A}rtificial {N}eural {N}etworks}, editor = {Michel Verleysen}, pages = {325--330}, year = {2007}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScScMa07.pdf} } |

Dirk
Eddelbuettel,
David
Vernazobres,
Albrecht
Gebhardt, and
Steffen
Möller,

**apt-get install cran bioc: {O}n automated builds of 1700 {R} packages for {D}ebian**, in*use{R} conference*, Ames, Iowa , 2007.
Bernd Jähne and Rudolf Mester and Erhardt Barth and Hanno Scharr, Eds.,

*Complex Motion, First International Workshop, IWCM 2004, Günzburg, Germany, October 12-14, 2004. Revised Papers*, Lecture Notes in Computer Science.
Emanuela
Merelli,
Giuliano
Armano,
Nicola
Cannata,
Flavio
Corradini,
Mark
d'Inverno,
Andreas
Doms,
Phillip
Lord,
Andrew
Martin,
Luciano
Milanesi,
Steffen
Möller,
Michael
Schroeder, and
Michael
Luck,

**Agents in bioinformatics, computational and systems biology.**,*Briefings in Bioinformatics*, vol. 8, no. 1, pp. 45--59, 2007.### 2006

Fabian Timm,

**Methoden zur optischen {Q}ualitätskontrolle. {A}nwendung in der {P}roduktion von {X}enon-{L}ampen**, Diploma Thesis, Universität zu Lübeck, 2006.File: | Timm06.pdf |

Bibtex: | @mastersthesis{Timm06, author = {Fabian Timm}, title = {Methoden zur optischen {Q}ualit{\"a}tskontrolle. {A}nwendung in der {P}roduktion von {X}enon-{L}ampen}, year = {2006}, school = {Universit{\"a}t zu L{\"u}beck}, type = {Diploma Thesis}, note = {Full version: Please contact the author via email}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Timm06.pdf} } |

Thomas
Villmann, and
Jens Christian
Claussen,

**Investigation of {M}agnification {C}ontrol in {S}elf-{O}rganizing {M}aps and {N}eural {G}as**,*Neural Computation*, vol. 18, pp. 446--469, 2006.File: | 089976606775093918 |

Bibtex: | @article{ViCl06, author = {Thomas Villmann and Jens Christian Claussen}, title = {Investigation of {M}agnification {C}ontrol in {S}elf-{O}rganizing {M}aps and {N}eural {G}as}, journal = {Neural Computation}, pages = {446--469}, volume = {18}, year = {2006}, abstract = {We consider different ways to control the magnification in self-organizing maps (SOM) and neural gas (NG). Starting from early approaches of magnification control in vector quantization, we then concentrate on different approaches for SOM and NG. We show that three structurally similar approaches can be applied to both algorithms that are localized learning, concave-convex learning, and winner-relaxing learning. Thereby, the approach of concave-convex learning in SOM is extended to a more general description, whereas the concave-convex learning for NG is new. In general, the control mechanisms generate only slightly different behavior comparing both neural algorithms. However, we emphasize that the NG results are valid for any data dimension, whereas in the SOM case, the results hold only for the one-dimensional case.}, url = {http://dx.doi.org/10.1162/089976606775093918} } |

Fabien
Molle, and
Jens Christian
Claussen,

**Investigation of Topographical Stability of the Concave and Convex Self-Organizing Map Variant**, in*ICANN 2006*, Springer, 2006. pp. 208--215.File: | fulltext.pdf |

Bibtex: | @inproceedings{MoCl06, author = {Fabien Molle and Jens Christian Claussen}, title = {Investigation of Topographical Stability of the Concave and Convex Self-Organizing Map Variant}, booktitle = {ICANN 2006}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, volume = {4131}, pages = {208--215}, year = {2006}, url = {http://arxiv.org/abs/cond-mat/0609510}, url = {http://www.springerlink.com/content/qpl3763627l58601/fulltext.pdf}, abstract = {We investigate, by a systematic numerical study, the parameter dependence of the stability of the Kohonen Self-Organizing Map and the Zheng and Greenleaf concave and convex learning with respect to different input distributions, input and output dimensions.} } |

Daniel
Schneegaß,
Steffen
Udluft, and
Thomas
Martinetz,

**Kernel {R}ewards {R}egression: {A}n {I}nformation {E}fficient {B}atch {P}olicy {I}teration {A}pproach.**, in*Proceedings of the IASTED International Conference on Artificial Intelligence and Applications*, V. Devedzic, Eds. 2006. pp. 428--433.File: | ScUdMa06.pdf |

Bibtex: | @inproceedings{ScUdMa06, author = {Daniel Schneega{\ss} and Steffen Udluft and Thomas Martinetz}, title = {Kernel {R}ewards {R}egression: {A}n {I}nformation {E}fficient {B}atch {P}olicy {I}teration {A}pproach.}, editor = {V. Devedzic}, booktitle = {Proceedings of the IASTED International Conference on Artificial Intelligence and Applications}, pages = {428--433}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScUdMa06.pdf} } |

Jens Christian Claussen,

**Processing of Information in Synchroneously Firing Chains in Networks of Neurons**, in*ICANN 2006*, Springer, 2006. pp. 710--717.DOI: | http://dx.doi.org/10.1007/11840817_74 |

File: | fulltext.pdf |

Bibtex: | @inproceedings{Cl06m, author = {Jens Christian Claussen}, title = {Processing of Information in Synchroneously Firing Chains in Networks of Neurons}, booktitle = {ICANN 2006}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, volume = {4131}, pages = {710--717}, year = {2006}, doi = {http://dx.doi.org/10.1007/11840817_74}, url = {http://www.springerlink.com/content/x1110p74484m5640/}, url = {http://www.springerlink.com/content/x1110p74484m5640/fulltext.pdf}, abstract = {The Abeles model of cortical activity assumes that in absence of stimulation neural activity in zero order can be described by a Poisson process. Here the model is extended to describe information processing by synfire chains within a network of activity uncorrelated to the synfire chain. A quantitative derivation of the transfer function from this concept is given.} } |

Robert
Goertsches,
Pablo
Serrano-Fern{\'a}ndez,
Steffen
Möller,
Dirk
Koczan, and
Uwe K.
Zettl,

**Multiple {S}clerosis {T}herapy {M}onitoring {B}ased on {G}ene {E}xpression**,*Curr. Pharm. Des.*, vol. 12, no. 29, pp. 3761--3779, 2006.File: | art00008 |

Bibtex: | @article{GoeSeMoeKoZe06, author = {Robert Goertsches and Pablo Serrano-Fern{\'a}ndez and Steffen M{\"o}ller and Dirk Koczan and Uwe K. Zettl}, title = {Multiple {S}clerosis {T}herapy {M}onitoring {B}ased on {G}ene {E}xpression}, journal = {Curr. Pharm. Des.}, year = {2006}, volume = {12}, number = {29}, pages = {3761--3779}, url = {http://www.ingentaconnect.com/content/ben/cpd/2006/00000012/00000029/art00008} } |

Daniel
Schneegaß,
Thomas
Martinetz, and
Michael
Clausohm,

**Online{D}ouble{M}ax{M}in{O}ver: a simple approximate time and information efficient online {S}upport {V}ector {C}lassification method.**, in*Proceedings of the 14th European Symposium on Artificial Neural Networks*, Michel Verleysen, Eds. 2006. pp. 575--580.
Daniel
Polani,
Chrystopher
Nehaniv,
Thomas
Martinetz, and
Jan T.
Kim,

**Relevant {I}nformation in {O}ptimized {P}ersistence vs. {P}rogeny {S}trategies**, in*Proc. Artificial Life X*, L. M.Rocha and M. Bedau and D. Floreano and R. Goldstone and A. Vespignani and L. Yaeger, Eds. 2006.File: | PoNeMaKi06.pdf |

Bibtex: | @inproceedings{PoNeMaKi06, author = {Daniel Polani and Chrystopher Nehaniv and Thomas Martinetz and Jan T. Kim}, year = {2006}, title = {Relevant {I}nformation in {O}ptimized {P}ersistence vs. {P}rogeny {S}trategies}, editor = {L. M.Rocha and M. Bedau and D. Floreano and R. Goldstone and A. Vespignani and L. Yaeger}, booktitle = {Proc. Artificial Life X}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoNeMaKi06.pdf} } |

Martin
Böhme,
André
Meyer,
Thomas
Martinetz, and
Erhardt
Barth,

**Remote Eye Tracking: State of the Art and Directions for Future Development**, in*The 2nd Conference on Communication by Gaze Interaction -- COGAIN 2006, Turin, Italy*, 2006. pp. 10--15.File: | BoMeMaBa06.pdf |

Bibtex: | @inproceedings{BoMeMaBa06, author = {Martin B{\"o}hme and Andr{\'e} Meyer and Thomas Martinetz and Erhardt Barth}, title = {Remote Eye Tracking: State of the Art and Directions for Future Development}, booktitle = {The 2nd Conference on Communication by Gaze Interaction -- COGAIN 2006, Turin, Italy}, pages = {10--15}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoMeMaBa06.pdf} } |

Jörg
Mayer,
Heinz Georg
Schuster, and
Jens Christian
Claussen,

**The role of inhibitory feedback for information processing in thalamocortical circuits**,*Physical Review E*, vol. 73, pp. 031908, 2006.File: | PhysRevE.73.031908 |

Bibtex: | @article{MaScCl06, author = {J{\"o}rg Mayer and Heinz Georg Schuster and Jens Christian Claussen}, title = {The role of inhibitory feedback for information processing in thalamocortical circuits}, journal = {Physical Review E}, pages = {031908}, volume = {73}, year = {2006}, abstract = {The information transfer in the thalamus is blocked dynamically during sleep, in conjunction with the occurrence of spindle waves. In order to describe the dynamic mechanisms which control the sensory transfer of information, it is necessary to have a qualitative model for the response properties of thalamic neurons. As the theoretical understanding of the mechanism remains incomplete, we analyze two modeling approaches for a recent experiment by Le Masson et al. [Nature (London) 417, 854 (2002)] on the thalamocortical loop. We use a conductance based model in order to motivate an extension of the Hindmarsh-Rose model, which mimics experimental observations of Le Masson et al. Typically, thalamic neurons posses two different firing modes, depending on their membrane potential. At depolarized potentials, the cells fire in a single spike mode and relay synaptic inputs in a one-to-one manner to the cortex. If the cell gets hyperpolarized, T-type calcium currents generate burst-mode firing which leads to a decrease in the spike transfer. In thalamocortical circuits, the cell membrane gets hyperpolarized by recurrent inhibitory feedback loops. In the case of reciprocally coupled excitatory and inhibitory neurons, inhibitory feedback leads to metastable self-sustained oscillations, which mask the incoming input, and thereby reduce the information transfer significantly.}, url = {http://dx.doi.org/10.1103/PhysRevE.73.031908} } |

Sascha Klement,

**Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills**, Diploma Thesis, Universität zu Lübeck, 2006.File: | Klem06.pdf |

Bibtex: | @mastersthesis{Klem06, author = {Sascha Klement}, title = {Incremental {S}upport {V}ector {R}egression for {S}teering {H}ot {R}olling {M}ills}, year = {2006}, school = {Universit{\"a}t zu L{\"u}beck}, type = {Diploma Thesis}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Klem06.pdf} } |

Cicero
Mota,
Ingo
Stuke, and
Erhardt
Barth,

**The {I}ntrinsic {D}imension of {M}ultispectral {I}mages**, in*MICCAI Workshop on Biophotonics Imaging for Diagnostics and Treatment*, 2006. pp. 93--100.File: | MoStBa06.pdf |

Bibtex: | @inproceedings{MoStBa06, author = {Cicero Mota and Ingo Stuke and Erhardt Barth}, title = {The {I}ntrinsic {D}imension of {M}ultispectral {I}mages}, booktitle = {MICCAI Workshop on Biophotonics Imaging for Diagnostics and Treatment}, pages = {93--100}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStBa06.pdf} } |

Martin
Böhme,
Michael
Dorr,
Thomas
Martinetz, and
Erhardt
Barth,

**Gaze-Contingent Temporal Filtering of Video**, in*Proceedings of Eye Tracking Research \& Applications (ETRA)*, 2006. pp. 109--115.File: | BoDoMaBa06.pdf |

Bibtex: | @inproceedings{BoDoMaBa06, comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item BoDoMaBa06 instead.}, author = {Martin B{\"o}hme and Michael Dorr and Thomas Martinetz and Erhardt Barth}, title = {Gaze-Contingent Temporal Filtering of Video}, booktitle = {Proceedings of Eye Tracking Research \& Applications (ETRA)}, year = 2006, pages = {109--115}, note = {\copyright\ ACM, 2006. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye Tracking Research \& Applications 2006, San Diego, California, 27-29 March 2006. http://doi.acm.org/10.1145/1117309.1117353}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoMaBa06.pdf} } |

Erhardt
Barth,
Michael
Dorr,
Martin
Böhme,
Karl R.
Gegenfurtner, and
Thomas
Martinetz,

**Guiding the mind's eye: improving communication and vision by external control of the scanpath**, in*Human Vision and Electronic Imaging*, Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Scott J. Daly, Eds. 2006.File: | BaDoBoGeMa06.pdf |

Bibtex: | @inproceedings{BaDoBoGeMa06, author = {Erhardt Barth and Michael Dorr and Martin B{\"o}hme and Karl R. Gegenfurtner and Thomas Martinetz}, title = {Guiding the mind's eye: improving communication and vision by external control of the scanpath}, booktitle = {Human Vision and Electronic Imaging}, editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Scott J. Daly}, series = {Proc. SPIE}, volume = {6057}, year = {2006}, note = {Invited contribution for a special session on Eye Movements, Visual Search, and Attention: a Tribute to Larry Stark.}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoBoGeMa06.pdf} } |

Johan
Öckinger,
Pablo
Serrano-Fern{\'a}ndez,
Steffen
Möller,
Saleh M.
Ibrahim,
Tomas
Olsson, and
Maja
Jagodic,

**Definition of a 1.06 Mb region linked to neuroinflammation in humans, rats and mice**,*Genetics*, vol. 173, no. 3, pp. 1539--1545, 2006.File: | articlerender.fcgi |

Bibtex: | @article{OecFeMoeIbOlJa06, author = {Johan {\"O}ckinger and Pablo Serrano-Fern{\'a}ndez and Steffen M{\"o}ller and Saleh M. Ibrahim and Tomas Olsson and Maja Jagodic}, title = {Definition of a 1.06 Mb region linked to neuroinflammation in humans, rats and mice}, year = {2006}, journal = {Genetics}, volume = {173}, number = {3}, pages = {1539--1545}, url={http://www.pubmedcentral.nih.gov/articlerender.fcgi?tool=pubmed&pubmedid=16624898} } |

Erhardt
Barth,
Michael
Dorr,
Martin
Böhme,
Karl R
Gegenfurtner, and
Thomas
Martinetz,

**Guiding Eye Movements for Better Communication and Augmented Vision**, in*Perception and Interactive Technologies*, Springer, 2006. pp. 1--8.File: | BaDoBoGeMa06a.pdf |

Bibtex: | @inproceedings{BaDoBoGeMa06a, author = {Erhardt Barth and Michael Dorr and Martin B{\"o}hme and Karl R Gegenfurtner and Thomas Martinetz}, title = {Guiding Eye Movements for Better Communication and Augmented Vision}, booktitle = {Perception and Interactive Technologies}, series = {Lecture Notes in Artificial Intelligence}, publisher = {Springer}, volume = {4021}, pages = {1--8}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoBoGeMa06a.pdf} } |

André
Meyer,
Martin
Böhme,
Thomas
Martinetz, and
Erhardt
Barth,

**A {S}ingle-{C}amera {R}emote {E}ye {T}racker**, in*Perception and Interactive Technologies*, Springer, 2006. pp. 208--211.File: | MeBoMaBa06.pdf |

Bibtex: | @inproceedings{MeBoMaBa06, author = {Andr{\'e} Meyer and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth}, title = {A {S}ingle-{C}amera {R}emote {E}ye {T}racker}, booktitle = {Perception and Interactive Technologies}, series = {Lecture Notes in Artificial Intelligence}, publisher = {Springer}, volume = {4021}, pages = {208--211}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MeBoMaBa06.pdf} } |

Til
Aach,
Cicero
Mota,
Ingo
Stuke,
Matthias
Mühlich, and
Erhardt
Barth,

**Analysis of Superimposed Oriented Patterns**,*IEEE Transactions on Image Processing*, vol. 15, no. 12, pp. 3690--3700, 2006.File: | AaMoStMuBa06.pdf |

Bibtex: | @article{AaMoStMuBa06, author = {Til Aach and Cicero Mota and Ingo Stuke and Matthias M{\"u}hlich and Erhardt Barth}, title = {Analysis of Superimposed Oriented Patterns}, journal = {IEEE Transactions on Image Processing}, volume = {15}, number = {12}, pages = {3690--3700}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaMoStMuBa06.pdf} } |

Arne
Traulsen,
Jens Christian
Claussen, and
Christoph
Hauert,

**Coevolutionary dynamics in large, but finite populations**,*Physical Review E*, vol. 74, pp. 011901, 2006.File: | PhysRevE.74.011901 |

Bibtex: | @article{TrClHa06, author = {Arne Traulsen and Jens Christian Claussen and Christoph Hauert}, title = {Coevolutionary dynamics in large, but finite populations}, journal = {Physical Review E}, pages = {011901}, volume = {74}, year = {2006}, abstract = {Coevolving and competing species or game-theoretic strategies exhibit rich and complex dynamics for which a general theoretical framework based on finite populations is still lacking. Recently, an explicit mean-field description in the form of a Fokker-Planck equation was derived for frequency-dependent selection with two strategies in finite populations based on microscopic processes [A. Traulsen, J. C. Claussen, and C. Hauert, Phys. Rev. Lett. 95, 238701 (2005)]. Here we generalize this approach in a twofold way: First, we extend the framework to an arbitrary number of strategies and second, we allow for mutations in the evolutionary process. The deterministic limit of infinite population size of the frequency-dependent Moran process yields the adjusted replicator-mutator equation, which describes the combined effect of selection and mutation. For finite populations, we provide an extension taking random drift into account. In the limit of neutral selection, i.e., whenever the process is determined by random drift and mutations, the stationary strategy distribution is derived. This distribution forms the background for the coevolutionary process. In particular, a critical mutation rate uc is obtained separating two scenarios: above uc the population predominantly consists of a mixture of strategies whereas below uc the population tends to be in homogeneous states. For one of the fundamental problems in evolutionary biology, the evolution of cooperation under Darwinian selection, we demonstrate that the analytical framework provides excellent approximations to individual based simulations even for rather small population sizes. This approach complements simulation results and provides a deeper, systematic understanding of coevolutionary dynamics.}, url = {http://dx.doi.org/10.1103/PhysRevE.74.011901} } |

Steffen
Möller,
Uwe K.
Zettl,
Robert
Goertsches, and
Pablo
Serrano-Fern{\'a}ndez,

**Comparative Genomics for the Investigation of Autoimmune Diseases**,*Curr. Pharm. Des.*, vol. 12, no. 29, pp. 3707--3722, 2006.File: | art00003 |

Bibtex: | @article{MoeZeGoeSe06, author = {Steffen M{\"o}ller and Uwe K. Zettl and Robert Goertsches and Pablo Serrano-Fern{\'a}ndez}, title = {Comparative Genomics for the Investigation of Autoimmune Diseases}, journal = {Curr. Pharm. Des.}, year = {2006}, volume = {12}, number = {29}, pages = {3707--3722}, url = {http://www.ingentaconnect.com/content/ben/cpd/2006/00000012/00000029/art00003} } |

Daniel
Schneegaß,
Kai
Labusch, and
Thomas
Martinetz,

**{M}ax{M}in{O}ver {R}egression: {A} {S}imple {I}ncremental {A}pproach for {S}upport {V}ector {F}unction {A}pproximation**, in*Artificial Neural Networks - ICANN 2006*, Berlin, Heidelberg: Springer, 2006. pp. 150--158.File: | ScLaMa06.pdf |

Bibtex: | @inproceedings{ScLaMa06, author = {Daniel Schneega{\ss} and Kai Labusch and Thomas Martinetz}, title = {{M}ax{M}in{O}ver {R}egression: {A} {S}imple {I}ncremental {A}pproach for {S}upport {V}ector {F}unction {A}pproximation}, booktitle = {Artificial Neural Networks - ICANN 2006}, pages = {150--158}, publisher = {Springer}, address = {Berlin, Heidelberg}, year = {2006}, series = {Lecture Notes in Computer Science}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScLaMa06.pdf} } |

Ingo
Stuke,
Erhardt
Barth, and
Cicero
Mota,

**Estimation of {M}ultiple {O}rientations and {M}ultiple {M}otions in {M}ulti-{D}imensional {S}ignals**, in*IEEE XIX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'06)*, 2006. pp. 341--348.File: | StBaMo06.pdf |

Bibtex: | @inproceedings{StBaMo06, author = {Ingo Stuke and Erhardt Barth and Cicero Mota}, title = {Estimation of {M}ultiple {O}rientations and {M}ultiple {M}otions in {M}ulti-{D}imensional {S}ignals}, booktitle = {IEEE XIX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'06)}, pages = {341--348}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StBaMo06.pdf} } |

T.
Martinetz,
A.
Madany Mamlouk, and
C.
Mota,

**Fast and {E}asy {C}omputation of {A}pproximate {S}mallest {E}nclosing {B}alls**,*Proc. SIBGRAPI*, pp. 163--170, 2006.File: | MaMaMo06.pdf |

Bibtex: | @article{MaMaMo06, author = {Martinetz, T. and Madany Mamlouk, A. and Mota, C.}, title = {Fast and {E}asy {C}omputation of {A}pproximate {S}mallest {E}nclosing {B}alls}, journal = {Proc. SIBGRAPI}, pages = {163--170}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaMaMo06.pdf} } |

X.
Yu,
K. Bauer P.
Wernhoff,
D.
Koczan,
S.
Möller,
H.-J.
Thiesen, and
S.M.
Ibrahim,

**Fine mapping of collagen-induced arthritis quantitative trait loci in an advanced intercross line**,*J. Immunol.*, vol. 177, no. 10, pp. 7042--7049, 2006.
Jens Christian
Claussen, and
Arne
Traulsen,

**Fluctuations in Coevolutionary Dynamics and Implications for Multi-Agent Models**, in*Proceedings of: Potentials of Complexity Science for Business, Government and the Media, Collegium Budapest*, Dirk Helbing, Eds. 2006. pp. 411--419.
Michael
Dorr,
Martin
Böhme,
Thomas
Martinetz, and
Erhardt
Barth,

**Gaze-Contingent Spatio-Temporal Filtering in a Head-Mounted Display**, in*Perception and Interactive Technologies*, Springer, 2006. pp. 205--207.File: | DoBoMaBa06a.pdf |

Bibtex: | @inproceedings{DoBoMaBa06a, author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth}, title = {Gaze-Contingent Spatio-Temporal Filtering in a Head-Mounted Display}, booktitle = {Perception and Interactive Technologies}, series = {Lecture Notes in Artificial Intelligence}, publisher = {Springer}, volume = {4021}, pages = {205--207}, year = {2006}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa06a.pdf} } |

Martin
Böhme,
Michael
Dorr,
Christopher
Krause,
Thomas
Martinetz, and
Erhardt
Barth,

**Eye Movement Predictions on Natural Videos**,*Neurocomputing*, vol. 69, no. 16--18, pp. 1996--2004, 2006.File: | BoDoKrMaBa06.pdf |

Bibtex: | @article{BoDoKrMaBa06, author = {Martin B{\"o}hme and Michael Dorr and Christopher Krause and Thomas Martinetz and Erhardt Barth}, title = {Eye Movement Predictions on Natural Videos}, journal = {Neurocomputing}, year = 2006, volume = {69}, number = {16--18}, pages = {1996--2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoKrMaBa06.pdf} } |

### 2005

Jens Christian
Claussen, and
Tomas
Villmann,

**Magnification control in winner relaxing neural gas**,*Neurocomputing*, vol. 63, pp. 125--137, 2005. d-side publications.File: | j.neucom.2004.01.191 |

Bibtex: | @article{ClVi05, author = {Jens Christian Claussen and Tomas Villmann}, title = {Magnification control in winner relaxing neural gas}, journal = {Neurocomputing}, volume = {63}, pages = {125--137}, year = {2005}, abstract = {An important goal in neural map learning, which can conveniently be accomplished by magnification control, is to achieve information optimal coding in the sense of information theory. In the present contribution we consider the winner relaxing approach for the neural gas network. Originally, winner relaxing learning is a slight modification of the self-organizing map learning rule that allows for adjustment of the magnification behavior by an a priori chosen control parameter. We transfer this approach to the neural gas algorithm. The magnification exponent can be calculated analytically for arbitrary dimension from a continuum theory, and the entropy of the resulting map is studied numerically confirming the theoretical prediction. The influence of a diagonal term, which can be added without impacting the magnification, is studied numerically. This approach to maps of maximal mutual information is interesting for applications as the winner relaxing term only adds computational cost of same order and is easy to implement. In particular, it is not necessary to estimate the generally unknown data probability density as in other magnification control approaches.}, url = {http://dx.doi.org/10.1016/j.neucom.2004.01.191} } |

Jens Christian Claussen,

**Generalized {W}inner-{R}elaxing {K}ohonen {F}eature {M}aps**,*Neural Computation*, vol. 17, pp. 996--1009, 2005.File: | 0899766053491922 |

Bibtex: | @article{Cl05, author = {Jens Christian Claussen}, title = {Generalized {W}inner-{R}elaxing {K}ohonen {F}eature {M}aps}, journal = {Neural Computation}, pages = {996--1009}, volume = {17}, year = {2005}, abstract = {A new family of self-organizing maps, the winner-relaxing Kohonen algorithm, is introduced as a generalization of a variant given by Kohonen in 1991. The magnification behavior is calculated analytically. For the original variant, a magnification exponent of 4/7 is derived; the generalized version allows steering the magnification in the wide range from exponent 1/2 to 1 in the one-dimensional case, thus providing optimal mapping in the sense of information theory. The winner-relaxing algorithm requires minimal extra computations per learning step and is conveniently easy to implement.} url = {http://dx.doi.org/10.1162/0899766053491922}, } |

P.
Serrano-Fern{\'a}ndez,
S. M.
Ibrahim,
D.
Koczan,
U. K.
Zettl, and
S.
Möller,

**In silico fine-mapping: narrowing disease-associated loci by intergenomics**,*Bioinformatics*, vol. 21, no. 8, pp. 1737--1738, 2005.File: | 1737 |

Bibtex: | @article{SeIbKoZeMo05, author = {P. Serrano-Fern{\'a}ndez and S. M. Ibrahim and D. Koczan and U. K. Zettl and S. M{\"o}ller}, title = {In silico fine-mapping: narrowing disease-associated loci by intergenomics}, journal = {Bioinformatics}, volume = {21}, number = {8}, pages = {1737--1738}, year = {2005}, url = {http://bioinformatics.oxfordjournals.org/cgi/content/full/21/8/1737} } |

Jens Christian Claussen,

**Influence of the impulse length in Poincare-based chaos control**, in*Proceedings of ENOC 2005, Eindhoven*, 2005. pp. 1100--1107.
E.
Bartocci,
E.
Merelli, and
S.
Möller,

"Integration of EnsEMBL with BioAgent." 2005.

"Integration of EnsEMBL with BioAgent." 2005.

C.
Mota,
I.
Stuke,
T.
Aach, and
E.
Barth,

**Spatial and spectral analysis of occluded motions**,*Signal Processing: Image Communication. Elsevier Science*, vol. 20-6, pp. 529--536, 2005.File: | MoStAaBa05b.pdf |

Bibtex: | @article{MoStAaBa05b, author = {C. Mota and I. Stuke and T. Aach and E. Barth}, title = {Spatial and spectral analysis of occluded motions}, journal = {Signal Processing: Image Communication. Elsevier Science}, volume = {20-6}, pages = {529--536}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa05b.pdf} } |

Anke
Meyer-Baese,
Karsten
Jancke,
Axel
Wismueller,
Simon
Foo, and
Thomas
Martinetz,

**Medical image compression using topology-preserving neural networks**,*Engineering Applications of Artificial Intelligence*, vol. 18, no. 4, pp. 383--392, 2005.File: | S0952197604001459 |

Bibtex: | @article{MeJaWiFoMa05, author = {Anke Meyer-Baese and Karsten Jancke and Axel Wismueller and Simon Foo and Thomas Martinetz}, title = {Medical image compression using topology-preserving neural networks}, journal = {Engineering Applications of Artificial Intelligence}, volume = {18}, number = {4}, pages = {383--392}, year = {2005}, issn = {0952-1976}, url = {http://www.sciencedirect.com/science/article/pii/S0952197604001459} } |

Michael
Dorr,
Martin
Böhme,
Thomas
Martinetz, and
Erhardt
Barth,

**Predicting, analysing, and guiding eye movements**, in*Neural Information Processing Systems Conference (NIPS 2005), Workshop on Machine Learning for Implicit Feedback and User Modeling*, 2005.File: | DoBoMaBa05b.pdf |

Bibtex: | @inproceedings{DoBoMaBa05b, author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth}, title = {Predicting, analysing, and guiding eye movements}, booktitle = {Neural Information Processing Systems Conference (NIPS 2005), Workshop on Machine Learning for Implicit Feedback and User Modeling}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa05b.pdf} } |

Thomas
Martinetz,
Kai
Labusch, and
Daniel
Schneegaß,

**Soft{D}ouble{M}in{O}ver: {A} {S}imple {P}rocedure for {M}aximum {M}argin {C}lassification.**, in*Artificial Neural Networks: Biological Inspirations. ICANN 2005: 15th International Conference. Proceedings, Part II*, Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny, Eds. 2005. pp. 301--306.File: | MaLaSc05.pdf |

Bibtex: | @inproceedings{MaLaSc05, author = {Thomas Martinetz and Kai Labusch and Daniel Schneega{\ss}}, title = {Soft{D}ouble{M}in{O}ver: {A} {S}imple {P}rocedure for {M}aximum {M}argin {C}lassification.}, editor = {Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny}, series = {Lecture Notes in Computer Science}, booktitle = {Artificial Neural Networks: Biological Inspirations. ICANN 2005: 15th International Conference. Proceedings, Part II}, year = {2005}, pages = {301--306}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SoftDoubleMaxMinOver.html}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaLaSc05.pdf} } |

A.
Madany Mamlouk,
H.
Sharp,
K. M. L.
Menne,
U. G.
Hofmann, and
T.
Martinetz,

**Unsupervised {S}pike {S}orting with {ICA} and its {E}valuation using {GENESIS} {S}imulations**,*Neurocomputing*, vol. 65--66, pp. 275--282, 2005.File: | MaShMeHoMa05.pdf |

Bibtex: | @article{MaShMeHoMa05, author = {Madany Mamlouk, A. and Sharp, H. and Menne, K. M. L. and Hofmann, U. G. and Martinetz, T.}, title = {Unsupervised {S}pike {S}orting with {ICA} and its {E}valuation using {GENESIS} {S}imulations}, journal = {Neurocomputing}, volume = {65--66}, pages = {275--282}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaShMeHoMa05.pdf} } |

Michael
Dorr,
Martin
Böhme,
Thomas
Martinetz, and
Erhardt
Barth,

**Visibility of temporal blur on a gaze-contingent display**, in*APGV 2005 ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization*, 2005. pp. 33--36.File: | DoBoMaBa05.pdf |

Bibtex: | @inproceedings{DoBoMaBa05, author = {Michael Dorr and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth}, title = {Visibility of temporal blur on a gaze-contingent display}, booktitle = {APGV 2005 ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization}, pages = {33--36}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoBoMaBa05.pdf} } |

P.
Gierer,
S. M.
Ibrahim,
T.
Mittlmeier,
D.
Koczan,
S.
Möller,
J.
Landes,
G.
Gradl, and
B.
Vollmar,

**Gene expression profile and synovial microcirculation at early stages of collagen-induced arthritis**,*Arthritis Research and Therapy*, no. 7, pp. R868--R876, 2005.File: | ar1754.pdf |

Bibtex: | @misc{GiIbMiKoMo05, author = {P. Gierer and S. M. Ibrahim and T. Mittlmeier and D. Koczan and S. M{\"o}ller and J. Landes and G. Gradl and B. Vollmar}, title = {Gene expression profile and synovial microcirculation at early stages of collagen-induced arthritis}, journal = {Arthritis Research and Therapy}, number = {7}, pages = {R868--R876}, year = {2005}, url = {http://arthritis-research.com/content/7/4/R868}, url = {http://arthritis-research.com/content/pdf/ar1754.pdf} } |

M.
Johannesson,
L. M.
Olsson,
A. K.
Lindqvist,
S.
Möller,
D.
Koczan,
L.
Wester-Rosenlof,
H. J. Thiesenand S.
Ibrahim, and
R.
Holmdahl,

**Gene expression profiling of arthritis using a {QTL} chip reveals a complex gene regulation of the {Cia5} region in mice**,*Genes Immun.*, vol. 6, pp. 575--583, 2005.File: | 6364242a.html |

Bibtex: | @article{JoOlLiMoKoWeThIbHo05, author = {M. Johannesson and L. M. Olsson and A. K. Lindqvist and S. M{\"o}ller and D. Koczan and L. Wester-Rosenlof and H. J. Thiesenand S. Ibrahim and R. Holmdahl}, title = {Gene expression profiling of arthritis using a {QTL} chip reveals a complex gene regulation of the {Cia5} region in mice}, journal = {Genes Immun.}, volume = {6}, year = {2005}, pages= {575--583}, url = {http://www.nature.com/gene/journal/v6/n7/abs/6364242a.html} } |

E. Barth,

**Die intrinsische {D}imension in der visuellen {I}nformationsverarbeitung**, 2005.File: | Bart05.pdf |

Bibtex: | @misc{Bart05, author = {E. Barth}, title = {Die intrinsische {D}imension in der visuellen {I}nformationsverarbeitung}, year = {2005}, note = {Habilitationsschrift an der Universit{\"a}t zu L{\"u}beck}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Bart05.pdf} } |

R.B.
Govindan,
Jan
Raethjen,
F.
Kopper,
Jens Christian
Claussen, and
G.
Deuschl,

**Estimation of time delay by coherence analysis**,*Physica A*, vol. 350, pp. 277--295, 2005.File: | j.physa.2004.11.043 |

Bibtex: | @article{GoRaKoClDe05, author = {R.B. Govindan and Jan Raethjen and F. Kopper and Jens Christian Claussen and G. Deuschl}, title = {Estimation of time delay by coherence analysis}, journal = {Physica A}, volume = {350}, pages = {277--295}, year = {2005}, abstract = {Using coherence analysis (which is an extensively used method to study the correlations in frequency domain, between two simultaneously measured signals) we estimate the time delay between two signals. This method is suitable for time delay estimation of narrow band coherence signals for which the conventional methods cannot be reliably applied. We show, by analysing coupled Rössler attractors with a known delay, that the method yields satisfactory results. Then, we apply this method to human pathologic tremor. The delay between simultaneously measured traces of electroencephalogram (EEG) and electromyogram (EMG) data of subjects with essential hand tremor is calculated. We find that there is a delay of 11–27 milli-seconds (ms) between the tremor correlated parts (cortex) of the brain (EEG) and the trembling hand (EMG) which is in agreement with the experimentally observed delay value of 15 ms for the cortico-muscular conduction time. By surrogate analysis we calculate error bars of the estimated delay.}, url = {http://dx.doi.org/doi:10.1016/j.physa.2004.11.043} } |

Jan
Nagler, and
Jens Christian
Claussen,

**1?f alpha spectra in elementary cellular automata and fractal signals**,*Physical Review E*, vol. 71, pp. 067103, 2005.File: | PhysRevE.71.067103 |

Bibtex: | @article{NaCl05, author = {Jan Nagler and Jens Christian Claussen}, title = {1?f alpha spectra in elementary cellular automata and fractal signals}, journal = {Physical Review E}, pages = {067103}, volume = {71}, year = {2005}, abstract = {We systematically compute the power spectra of the one-dimensional elementary cellular automata introduced by Wolfram. On the one hand our analysis reveals that one automaton displays 1?f spectra though considered as trivial, and on the other hand that various automata classified as chaotic or complex display no 1?f spectra. We model the results generalizing the recently investigated Sierpinski signal to a class of fractal signals that are tailored to produce 1?f alpha spectra. From the widespread occurrence of (elementary) cellular automata patterns in chemistry, physics, and computer sciences, there are various candidates to show spectra similar to our results.}, url = {http://dx.doi.org/10.1103/PhysRevE.71.067103} } |

Martin
Böhme, and
Erhardt
Barth,

**{C}hallenges in {S}ingle-{C}amera {R}emote {E}ye-{T}racking**, in*1st Conference on Communication by Gaze Interaction (COGAIN), Copenhagen, Denmark*, 2005.File: | BoBa05.pdf |

Bibtex: | @inproceedings{BoBa05, author = {Martin B{\"o}hme and Erhardt Barth}, title = {{C}hallenges in {S}ingle-{C}amera {R}emote {E}ye-{T}racking}, booktitle = {1st Conference on Communication by Gaze Interaction (COGAIN), Copenhagen, Denmark}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoBa05.pdf} } |

C.
Cudalbu,
B.
Anastasiu,
R.
Radu,
R.
Cruceanu,
E.
Schmidt, and
E.
Barth,

**{D}river {M}onitoring with a {S}ingle {H}igh-{S}peed {C}amera and {IR} {I}llumination**, in*ISSCS 2005 International Symposium on Signals, Circuits and Systems, Proceedings*, 2005. pp. 219--222.
H.
Scharr,
I.
Stuke,
C.
Mota, and
E.
Barth,

**{E}stimation of {T}ransparent {M}otions with {P}hysical {M}odels for {A}dditional {B}rightness {V}ariation**, in*European Signal Pocessing Conference 2005*, 2005. pp. CD.File: | ScStMoBa05.pdf |

Bibtex: | @inproceedings{ScStMoBa05, author = {H. Scharr and I. Stuke and C. Mota and E. Barth}, title = {{E}stimation of {T}ransparent {M}otions with {P}hysical {M}odels for {A}dditional {B}rightness {V}ariation}, booktitle = {European Signal Pocessing Conference 2005}, pages = {CD}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScStMoBa05.pdf} } |

C.
Cudalbu,
B.
Anastasiu,
H.
Grecu, and
E.
Barth,

**{F}ully automatic, realtime head-pose estimation using stereo vision**, in*International Conference On Control Systems and Computer Science*, 2005. pp. 920--925.
P.
Lukowicz,
E.
Barth, and
J. T.
Kim,

**{O}rganic {A}rchitectures for {L}arge-{S}cale {E}nvironment-{A}ware {S}ensor {N}etworks**, in*Proceedings of the Workshop on Self-Organization and Emergence 2005*, 2005. pp. 131--139.File: | LuBaKi05.pdf |

Bibtex: | @inproceedings{LuBaKi05, author = {P. Lukowicz and E. Barth and J. T. Kim}, title = {{O}rganic {A}rchitectures for {L}arge-{S}cale {E}nvironment-{A}ware {S}ensor {N}etworks}, booktitle = {Proceedings of the Workshop on Self-Organization and Emergence 2005}, pages = {131--139}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LuBaKi05.pdf} } |

C.
Mota,
I.
Stuke,
T.
Aach, and
E.
Barth,

**{D}ivide-and-{C}onquer {S}trategies for {E}stimating {M}ultiple {T}ransparent {M}otions**, in*Complex Motion. Proceedings of the 1st International Workshop on Complex Motion, Schloss Reisensburg, Germany, Oct. 2004 . Lecture Notes on Computer Science, LNCS*, B. Jähne and R. Mester and E. Barth and H. Scharr, Eds. Berlin: Springer, 2005. pp. 66--78.File: | MoStAaBa05a.pdf |

Bibtex: | @inproceedings{MoStAaBa05a, author = {C. Mota and I. Stuke and T. Aach and E. Barth}, title = {{D}ivide-and-{C}onquer {S}trategies for {E}stimating {M}ultiple {T}ransparent {M}otions}, booktitle = {Complex Motion. Proceedings of the 1st International Workshop on Complex Motion, Schloss Reisensburg, Germany, Oct. 2004 . Lecture Notes on Computer Science, LNCS}, editor = {B. J{\"a}hne and R. Mester and E. Barth and H. Scharr}, address = {Berlin}, publisher = {Springer}, volume = {3417}, pages = {66--78}, year = {2005}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa05a.pdf} } |

U.
Brinkschulte,
J.
Becker,
D.
Fey,
C.
Hochberger,
T.
Martinetz,
C.
Müller-Schloer,
H.
Schmeck,
T.
Ungerer, and
R.
Würtz,

**ARCS 2005 - System Aspects in Organic and Pervasive Computing - Workshops Procedeedings, Innsbruck Austria, March 14-17**, 2005.
Steffen
Möller,
Pablo
Serrano-Fern{\'a}ndez,
Michael
Watson,
Dirk
Koczan,
Vassilis
Kotsikoris,
Manfred
Kunz,
Martin
Blüggel,
Jens
Pahnke,
Harald
Illges,
Stefan
Mikkat,
Hans-Jürgen
Thiesen,
Michael O.
Glocker,
Uwe K.
Zettl, and
Saleh M.
Ibrahim,

**Collection of soluble variants of membrane proteins for transcriptomics and proteomics.**,*In Silico Biol.*, vol. 5, no. 3, pp. 295--311, 2005.
V.
Aidinis,
P.
Carninci,
M.
Armaka,
W.
Witke,
V.
Harokopos,
N.
Pavelka,
D.
Koczan,
C.
Argyropoulos,
M.M.
Thwin,
S.
Möller,
W.
Kazunori,
P.
Gopalakrishnakone,
P.
Ricciardi-Castagnoli,
H.-J.
Thiesen,
Y.
Hayashizaki, and
G.
Kollias,

**Cytoskeletal rearrangements in synovial fibroblasts as a novel pathophysiological determinant of modeled rheumatoid arthritis.**,*PLoS Genet.*, vol. 1, no. 4, pp. e48, 2005.File: | articlerender.fcgi |

Bibtex: | @article{AiCaArWiHaPaKoArThMoeKaGoRiThHaKo05, author = {V. Aidinis and P. Carninci and M. Armaka and W. Witke and V. Harokopos and N. Pavelka and D. Koczan and C. Argyropoulos and M.M. Thwin and S. M{\"o}ller and W. Kazunori and P. Gopalakrishnakone and P. Ricciardi-Castagnoli and H.-J. Thiesen and Y. Hayashizaki and G. Kollias}, title = {Cytoskeletal rearrangements in synovial fibroblasts as a novel pathophysiological determinant of modeled rheumatoid arthritis.}, journal = {PLoS Genet.}, volume = {1}, number = {4}, pages = {e48}, year = {2005}, url = {http://www.pubmedcentral.gov/articlerender.fcgi?tool=pubmed&pubmedid=16254600} } |

A.
Tille, and
S.
Möller,

**Debian-{M}ed {F}ree {S}oftware in {H}ealth {C}are**, in*MAS*BIOMED Workshop, AAMAS, Utrecht, NL*, Guiliano Admano and Jörg Denzinger and Andrew Martin and Emanuela Merelli and Simon Miles and Huaglory Tianfield and Rainer Unland, Eds. 2005. pp. 72--85.File: | proceedings.pdf |

Bibtex: | @inproceedings{TiMo05, author = {A. Tille and S. M{\"o}ller}, title = {Debian-{M}ed {F}ree {S}oftware in {H}ealth {C}are}, booktitle = {MAS*BIOMED Workshop, AAMAS, Utrecht, NL}, editor = {Guiliano Admano and J{\"o}rg Denzinger and Andrew Martin and Emanuela Merelli and Simon Miles and Huaglory Tianfield and Rainer Unland}, pages = {72--85}, year = {2005}, url = {http://people.debian.org/~tille/debian-med/talks/200507_biomed/index_en.html}, url = {http://www.diee.unica.it/biomed05/pdf/proceedings.pdf} } |

Jens Christian Claussen,

**Delayed measured systems in Poincare-based chaos control**, in*Proceedings of ENOC 2005, Eindhoven*, 2005. pp. 1236--1245.
Arne
Traulsen,
Jens Christian
Claussen, and
Christoph
Hauert,

**Coevolutionary {D}ynamics: {F}rom {F}inite to {I}nfinite {P}opulations**,*Physical Review Letters*, vol. 95, pp. 238701, 2005.File: | PhysRevLett.95.238701 |

Bibtex: | @article{TrClHa05, author = {Arne Traulsen and Jens Christian Claussen and Christoph Hauert}, title = {Coevolutionary {D}ynamics: {F}rom {F}inite to {I}nfinite {P}opulations}, journal = {Physical Review Letters}, pages = {238701}, volume = {95}, year = {2005}, abstract = {Traditionally, frequency dependent evolutionary dynamics is described by deterministic replicator dynamics assuming implicitly infinite population sizes. Only recently have stochastic processes been introduced to study evolutionary dynamics in finite populations. However, the relationship between deterministic and stochastic approaches remained unclear. Here we solve this problem by explicitly considering large populations. In particular, we identify different microscopic stochastic processes that lead to the standard or the adjusted replicator dynamics. Moreover, differences on the individual level can lead to qualitatively different dynamics in asymmetric conflicts and, depending on the population size, can even invert the direction of the evolutionary process.}, url = {http://dx.doi.org/10.1103/PhysRevLett.95.238701} } |

### 2004

Cicero
Mota,
Michael
Dorr,
Ingo
Stuke, and
Erhardt
Barth,

**Categorization of {T}ransparent-{M}otion {P}atterns {U}sing the {P}rojective {P}lane**,*International Journal of Computer and Information Science*, vol. 5, no. 2, pp. 129--140, Oct. 2004. International Association for Computer and Information Science.File: | MoDoStBa04a.pdf |

Bibtex: | @article{MoDoStBa04a, author = {Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth}, journal = {International Journal of Computer and Information Science}, number = {2}, pages = {129--140}, title = {Categorization of {T}ransparent-{M}otion {P}atterns {U}sing the {P}rojective {P}lane}, volume = {5}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoDoStBa04a.pdf} } |

A.
Madany Mamlouk, and
T.
Martinetz,

**On the {D}imensions of the {O}lfactory {P}erception {S}pace**,*Neurocomputing*, vol. 58--60, pp. 1019--1025, 2004.File: | MaMa04.pdf |

Bibtex: | @article{MaMa04, author = {Madany Mamlouk, A. and Martinetz, T.}, title = {On the {D}imensions of the {O}lfactory {P}erception {S}pace}, journal = {Neurocomputing}, volume = {58--60}, pages = {1019--1025}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaMa04.pdf} } |

T.
Aach,
E.
Barth, and
C.
Mayntz,

**Motion-compensated defect interpolation for flat-panel detectors**, in*SPIE Medical Imaging 2004: Image Processing*, 2004. pp. 1352--1363.File: | AaBaMa04.pdf |

Bibtex: | @inproceedings{AaBaMa04, author = {T. Aach and E. Barth and C. Mayntz}, title = {Motion-compensated defect interpolation for flat-panel detectors}, booktitle = {SPIE Medical Imaging 2004: Image Processing}, volume = {5370}, pages = {1352--1363}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaBaMa04.pdf} } |

M.
Haker,
C.
Mota, and
E.
Barth,

**Multiple {M}otions in the {P}rojective {P}lane**, in*7th Tübingen Perception Conference*, Kirchentellinsfurt: Knirsch Verlag, 2004. pp. 177.File: | HaMoBa04.pdf |

Bibtex: | @inproceedings{HaMoBa04, author = {M. Haker and C. Mota and E. Barth}, title = {Multiple {M}otions in the {P}rojective {P}lane}, booktitle = {7th T{\"u}bingen Perception Conference}, publisher = {Knirsch Verlag}, address = {Kirchentellinsfurt}, pages = {177}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaMoBa04.pdf} } |

I.
Stuke,
T.
Aach,
E.
Barth, and
C.
Mota,

**Multiple-{M}otion-{E}stimation by {B}lock-matching using {MRF}**,*International Journal of Computer \& Information Science*, vol. 5, no. 1, pp. 141--152, 2004.File: | StAaBaMo04b.pdf |

Bibtex: | @article{StAaBaMo04b, author = {I. Stuke and T. Aach and E. Barth and C. Mota}, title = {Multiple-{M}otion-{E}stimation by {B}lock-matching using {MRF}}, journal = {International Journal of Computer \& Information Science}, volume = {5}, number = {1}, pages = {141--152}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04b.pdf} } |

Jens Christian
Claussen, and
Arne
Traulsen,

**Nongaussian fluctuations arising from finite populations: Exact results for the evolutionary Moran process**,*Physical Review E*, vol. 70, pp. 056225, 2004.File: | PhysRevE.71.025101 |

Bibtex: | @article{ClTr04, author = {Jens Christian Claussen and Arne Traulsen}, title = {Nongaussian fluctuations arising from finite populations: Exact results for the evolutionary Moran process}, journal = {Physical Review E}, pages = {056225}, volume = {70}, year = {2004}, abstract = {The appropriate description of fluctuations within the framework of evolutionary game theory is a fundamental unsolved problem in the case of finite populations. The Moran process recently introduced into this context in Nowak et al., [Nature (London) 428, 646 (2004)] defines a promising standard model of evolutionary game theory in finite populations for which analytical results are accessible. In this paper, we derive the stationary distribution of the Moran process population dynamics for arbitrary 2x2 games for the finite-size case. We show that a nonvanishing background fitness can be transformed to the vanishing case by rescaling the payoff matrix. In contrast to the common approach to mimic finite-size fluctuations by Gaussian distributed noise, the finite-size fluctuations can deviate significantly from a Gaussian distribution.}, note = {(Rapid Communication)}, url = {http://dx.doi.org/10.1103/PhysRevE.71.025101} } |

Jens Christian
Claussen,
Jan
Nagler, and
Heiz Georg
Schuster,

**Sierpinski signal generates 1?f alpha spectra**,*Physical Review E*, vol. 70, pp. 032101, 2004.File: | PhysRevE.70.032101 |

Bibtex: | @article{ClNaSc04, author = {Jens Christian Claussen and Jan Nagler and Heiz Georg Schuster}, title = {Sierpinski signal generates 1?f alpha spectra}, journal = {Physical Review E}, pages = {032101}, volume = {70}, year = {2004}, abstract = {We investigate the row sum of the binary pattern generated by the Sierpinski automaton: Interpreted as a time series we calculate the power spectrum of this Sierpinski signal analytically and obtain a unique rugged fine structure with underlying power law decay with an exponent of approximately 1.15. Despite the simplicity of the model, it can serve as a model for 1?f alpha spectra in a certain class of experimental and natural systems such as catalytic reactions and mollusc patterns.}, url = {http://dx.doi.org/10.1103/PhysRevE.70.032101} } |

J. T.
Kim,
T.
Martinetz, and
D.
Polani,

**On the {E}volution of {I}nformation in the {C}onstituents of {R}egulatory {G}ene**, in*Function and Regulation of Cellular Systems. Experiments and Models*, A. Deutsch and J. Howard and M. Falcke and W. Zimmermann, Eds. Basel , 2004. pp. 259--264.
Martin
Böhme,
Christopher
Krause,
Thomas
Martinetz, and
Erhardt
Barth,

**Saliency {E}xtraction for {G}aze-{C}ontingent {D}isplays**, in*Proceedings of the 34th GI-Jahrestagung*, 2004. pp. 646--650.File: | BoKrMaBa04.pdf |

Bibtex: | @inproceedings{BoKrMaBa04, author = {Martin B{\"o}hme and Christopher Krause and Thomas Martinetz and Erhardt Barth}, title = {Saliency {E}xtraction for {G}aze-{C}ontingent {D}isplays}, booktitle = {Proceedings of the 34th GI-Jahrestagung}, volume = {2}, pages = {646--650}, note = {Workshop on Organic Computing}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoKrMaBa04.pdf} } |

Arne
Traulsen, and
Jens Christian
Claussen,

**Similarity-based cooperation and spatial segregation**,*Physical Review E*, vol. 70, pp. 046128, 2004.File: | PhysRevE.70.046128 |

Bibtex: | @article{TrCl04, author = {Arne Traulsen and Jens Christian Claussen}, title = {Similarity-based cooperation and spatial segregation}, journal = {Physical Review E}, pages = {046128}, volume = {70}, year = {2004}, abstract = {We analyze a cooperative game, where the cooperative act is not based on the previous behavior of the coplayer, but on the similarity between the players. This system has been studied in a mean-field description recently [A. Traulsen and H. G. Schuster, Phys. Rev. E 68, 046129 (2003)]. Here, the spatial extension to a two-dimensional lattice is studied, where each player interacts with eight players in a Moore neighborhood. The system shows a strong segregation independent of parameters. The introduction of a local conversion mechanism towards tolerance allows for four-state cycles and the emergence of spiral waves in the spatial game. In the case of asymmetric costs of cooperation a rich variety of complex behavior is observed depending on both cooperation costs. Finally, we study the stabilization of a cooperative fixed point of a forecast rule in the symmetric game, which corresponds to cooperation across segregation borders. This fixed point becomes unstable for high cooperation costs, but can be stabilized by a linear feedback mechanism.}, url = {http://dx.doi.org/10.1103/PhysRevE.70.046128} } |

Jens Christian Claussen,

**Stability borders of feedback control of delayed measured systems**,*Physical Review E*, vol. 70, pp. 046205, 2004.File: | PhysRevE.70.046205 |

Bibtex: | @article{Cl04, author = {Jens Christian Claussen}, title = {Stability borders of feedback control of delayed measured systems}, journal = {Physical Review E}, pages = {046205}, volume = {70}, year = {2004}, abstract = {When stabilization of unstable periodic orbits or fixed points by the method given by Ott, Grebogi, and Yorke (OGY) must be based on a measurement delayed by τ orbit lengths, the performance of unmodified OGY method is expected to decline. For experimental considerations, it is desired to know the range of stability with minimal knowledge of the system. We find that unmodified OGY control fails beyond a maximal Lyapunov number of lambda max=1+(1?tau). In this paper the area of stability is investigated both for OGY control of known fixed points and for difference control of unknown or inaccurately known fixed points. An estimated value of the control gain is given. Finally we outline what extensions must be considered if one wants to stabilize fixed points with Lyapunov numbers above lambda max.}, url = {http://dx.doi.org/10.1103/PhysRevE.70.046205} } |

Thomas Martinetz,

**Max{M}in{O}ver: {A} {S}imple {I}ncremental {L}earning {P}rocedure for {S}upport {V}ector {C}lassification**, in*IEEE Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004)*, Budapest, Hungary , 2004. pp. 2065--2070.File: | Mart04a.pdf |

Bibtex: | @inproceedings{Mart04a, author = {Thomas Martinetz}, title = {Max{M}in{O}ver: {A} {S}imple {I}ncremental {L}earning {P}rocedure for {S}upport {V}ector {C}lassification}, booktitle = {IEEE Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004)}, address = {Budapest, Hungary}, pages = {2065--2070}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart04a.pdf} } |

T. Martinetz,

**Min{O}ver {R}evisited for {I}ncremental {S}upport-{V}ector-{C}lassification**, in*DAGM 2004*, C.E. Rasmussen and H.H. Buelthoff and M. Giese and B. Schoelkopf, Eds. Springer-Verlag Berlin Heidelberg, 2004. pp. 187--194.File: | Mart04.pdf |

Bibtex: | @inproceedings{Mart04, author = {T. Martinetz}, year = {2004}, title = {Min{O}ver {R}evisited for {I}ncremental {S}upport-{V}ector-{C}lassification}, editor = {C.E. Rasmussen and H.H. Buelthoff and M. Giese and B. Schoelkopf}, booktitle = {DAGM 2004}, volume = {3175}, series = {LNCS}, pages = {187--194}, publisher = {Springer-Verlag Berlin Heidelberg}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart04.pdf} } |

Kai Labusch,

**Max{M}in{O}ver: {E}in neues iteratives {V}erfahren zur {S}upportvektor-{K}lassifikation mit {A}nwendungen in der {G}esichtserkennung**, Diploma Thesis, University of Lübeck, 2004.File: | SoftDoubleMaxMinOver.html |

Bibtex: | @MastersThesis{Labu04, author = {Kai Labusch}, title = {Max{M}in{O}ver: {E}in neues iteratives {V}erfahren zur {S}upportvektor-{K}lassifikation mit {A}nwendungen in der {G}esichtserkennung}, school = {University of L{\"u}beck}, type = {Diploma Thesis}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Labu04.pdf}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SoftDoubleMaxMinOver.html} } |

Jens Christian
Claussen, and
Heinz Georg
Schuster,

**Improved control of delayed measured systems**,*Physical Review E*, vol. 70, pp. 056225, 2004.File: | PhysRevE.70.056225 |

Bibtex: | @article{ClSc04, author = {Jens Christian Claussen and Heinz Georg Schuster}, title = {Improved control of delayed measured systems}, journal = {Physical Review E}, pages = {056225}, volume = {70}, year = {2004}, abstract = {In this paper, we address the question of how the control of delayed measured chaotic systems can be improved. Both unmodified Ott-Grebogi-Yorke control and difference control can be successfully applied only for a certain range of Lyapunov numbers depending on the delay time. We show that this limitation can be overcome by at least two classes of methods, namely, by rhythmic control and by the memory methods of linear predictive logging control and memory difference control.}, url = {http://dx.doi.org/10.1103/PhysRevE.70.056225} } |

Michael Dorr,

**Effects of {G}aze-{C}ontingent {S}timuli on {E}ye {M}ovements**, Diploma Thesis, Universität zu Lübeck, 2004.File: | Dorr04.pdf |

Bibtex: | @mastersthesis{Dorr04, author = {Michael Dorr}, title = {Effects of {G}aze-{C}ontingent {S}timuli on {E}ye {M}ovements}, year = {2004}, type = {Diploma Thesis}, school = {Universit{\"a}t zu L{\"u}beck}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Dorr04.pdf} } |

Michael
Dorr,
Thomas
Martinetz,
Karl
Gegenfurtner, and
Erhardt
Barth,

**Guidance of Eye Movements on a Gaze-Contingent Display**, in*Dynamic Perception Workshop of the GI Section {``}Computer Vision{''}*, Uwe J. Ilg and Heinrich H. Bülthoff and Hanspeter A. Mallot, Eds. 2004. pp. 89--94.File: | DoMaGeBa04a.pdf |

Bibtex: | @inproceedings{DoMaGeBa04a, author = {Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth}, title = {Guidance of Eye Movements on a Gaze-Contingent Display}, booktitle = {Dynamic Perception Workshop of the GI Section {``}Computer Vision{''}}, editor = {Uwe J. Ilg and Heinrich H. B{\"u}lthoff and Hanspeter A. Mallot}, pages = {89--94}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoMaGeBa04a.pdf} } |

Cicero
Mota,
Michael
Dorr,
Ingo
Stuke, and
Erhardt
Barth,

**Analysis and synthesis of motion patterns using the projective plane**, in*Human Vision and Electronic Imaging Conference IX*, Bernice E. Rogowitz and Thrasyvoulos N. Pappas, Eds. 2004. pp. 174--181.File: | MoDoStBa04b.pdf |

Bibtex: | @inproceedings{MoDoStBa04b, author = {Cicero Mota and Michael Dorr and Ingo Stuke and Erhardt Barth}, title = {Analysis and synthesis of motion patterns using the projective plane}, booktitle = {Human Vision and Electronic Imaging Conference IX}, editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas}, series = {Proceedings of SPIE}, volume = {5292}, pages = {174--181}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoDoStBa04b.pdf} } |

J. T.
Kim,
J.
Gewehr, and
T.
Martinetz,

**Binding {M}atrix: {A} {N}ovel {A}pproach for {B}inding {S}ite {R}ecognition**,*Journal of Bioinformatics and Computational Biology*, vol. 2, pp. 289--307, 2004.File: | KiGeMa04.pdf |

Bibtex: | @article{KiGeMa04, author = { J. T. Kim and J. Gewehr and T. Martinetz}, title = {Binding {M}atrix: {A} {N}ovel {A}pproach for {B}inding {S}ite {R}ecognition}, journal = {Journal of Bioinformatics and Computational Biology}, volume = {2}, pages = {289--307}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KiGeMa04.pdf} } |

T.
Binder,
A.
Vox,
S.
Belyazid,
H.
Haraldsson, and
M.
Svensson,

**Developing {S}ystem {D}ynamics {M}odels from {C}ausal {L}oop {D}iagrams**, in*Proceedings of the 22nd International Conference of the System Dynamics Society, Oxford, 2004*, 2004. pp. CD.File: | BiVoBeHaSv04.pdf |

Bibtex: | @inproceedings{BiVoBeHaSv04, author = {T. Binder and A. Vox and S. Belyazid and H. Haraldsson and M. Svensson}, title = {Developing {S}ystem {D}ynamics {M}odels from {C}ausal {L}oop {D}iagrams}, booktitle = {Proceedings of the 22nd International Conference of the System Dynamics Society, Oxford, 2004}, pages = {CD}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BiVoBeHaSv04.pdf} } |

T.
Martinetz, and
A.
Madany Mamlouk,

"Easy and {F}ast {C}omputation of {A}pproximate {S}mallest {E}nclosing {B}alls" 2004.

"Easy and {F}ast {C}omputation of {A}pproximate {S}mallest {E}nclosing {B}alls" 2004.

File: | MaMa04a.pdf |

Bibtex: | @techreport{MaMa04a, author = {Martinetz, T. and Madany Mamlouk, A.}, title = {Easy and {F}ast {C}omputation of {A}pproximate {S}mallest {E}nclosing {B}alls}, institution = {University of L{\"u}beck}, type = {Technical Report}, number = {SIIM-TR-A-04-13}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaMa04a.pdf} } |

Oliver
Schmitt,
Maren
Pakura,
Til
Aach,
Lars
Hömke,
Martin
Böhme, and
Stefan
Preuße,

**Analysis of {N}erve {F}ibers and their {D}istribution in {H}istologic {S}ections of the {H}uman {B}rain**,*Microscopy Research and Technique*, vol. 63, pp. 220--243, 2004.
T.
Aach,
I.
Stuke,
C.
Mota, and
E.
Barth,

**Estimation of {M}ultiple {L}ocal {O}rientations in {I}mage {S}ignals**, in*Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2004*, Montreal, Canada , 2004. pp. 553--556.File: | AaStMoBa04.pdf |

Bibtex: | @inproceedings{AaStMoBa04, author = {T. Aach and I. Stuke and C. Mota and E. Barth}, title = {Estimation of {M}ultiple {L}ocal {O}rientations in {I}mage {S}ignals}, booktitle = {Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2004}, note = {May 17--21}, volume = {3}, address = {Montreal, Canada}, pages = {553--556}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AaStMoBa04.pdf} } |

I.
Stuke,
T.
Aach,
E.
Barth, and
C.
Mota,

**Analysing {S}uperimposed {O}riented {P}atterns**, in*6th IEEE Southwest Symposium on Image Analysis and Interpretation, Lake Tahoe, NV, March 28-30, 2004*, 2004. pp. 133--137.File: | StAaBaMo04.pdf |

Bibtex: | @inproceedings{StAaBaMo04, author = {I. Stuke and T. Aach and E. Barth and C. Mota}, title = {Analysing {S}uperimposed {O}riented {P}atterns}, booktitle = {6th IEEE Southwest Symposium on Image Analysis and Interpretation, Lake Tahoe, NV, March 28-30, 2004}, pages = {133--137}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04.pdf} } |

C.
Mota,
I.
Stuke,
T.
Aach, and
E.
Barth,

**Estimation of multiple orientations at corners and junctions**, in*26th Pattern Recognition Symposium (DAGM'04), Tübingen*, 2004. pp. 163--170.File: | MoStAaBa04.pdf |

Bibtex: | @inproceedings{MoStAaBa04, author = {C. Mota and I. Stuke and T. Aach and E. Barth}, title = {Estimation of multiple orientations at corners and junctions}, booktitle = {26th Pattern Recognition Symposium (DAGM'04), T{\"u}bingen}, pages = {163--170}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStAaBa04.pdf} } |

C.
Mota,
T.
Aach,
I.
Stuke, and
E.
Barth,

**Estimation of multiple orientations in multi-dimensional signals**, in*IEEE International Conference on Image Processing*, 2004. pp. 2665--2668.File: | MoAaStBa04.pdf |

Bibtex: | @inproceedings{MoAaStBa04, author = {C. Mota and T. Aach and I. Stuke and E. Barth}, title = {Estimation of multiple orientations in multi-dimensional signals}, booktitle = {IEEE International Conference on Image Processing}, pages = {2665--2668}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoAaStBa04.pdf} } |

Martin
Böhme,
Christopher
Krause,
Erhardt
Barth, and
Thomas
Martinetz,

**Eye {M}ovement {P}redictions {E}nhanced by {S}accade {D}etection**, in*Brain Inspired Cognitive Systems*, 2004. pp. CD.ISBN: | 1 85769 199 7 |

File: | BoKrBaMa04.pdf |

Bibtex: | @inproceedings{BoKrBaMa04, author = {Martin B{\"o}hme and Christopher Krause and Erhardt Barth and Thomas Martinetz}, title = {Eye {M}ovement {P}redictions {E}nhanced by {S}accade {D}etection}, booktitle = {Brain Inspired Cognitive Systems}, isbn = {1 85769 199 7}, pages = {CD}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoKrBaMa04.pdf} } |

Ingo
Stuke,
Til
Aach,
Erhardt
Barth, and
Cicero
Mota,

**Estimation of multiple motions using block-matching and {M}arkov random fields**, in*Visual Communications and Image Processing 2004, IS\&T/SPIE 16th Annual Symposium Electronic Imaging, Proceedings of SPIE*, S. Panchanathan and B. Vasudev, Eds. San Jose, California , 2004. pp. 486--496.File: | StAaBaMo04a.pdf |

Bibtex: | @inproceedings{StAaBaMo04a, author = {Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota}, title = {Estimation of multiple motions using block-matching and {M}arkov random fields}, editor = {S. Panchanathan and B. Vasudev}, booktitle = {Visual Communications and Image Processing 2004, IS\&T/SPIE 16th Annual Symposium Electronic Imaging, Proceedings of SPIE}, address = {San Jose, California}, volume = {5308}, pages = {486--496}, year = {2004}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo04a.pdf} } |

### 2003

Erhardt
Barth,
Ingo
Stuke,
Til
Aach, and
Cicero
Mota,

**Spatio-temporal motion estimation for transparency and occlusion**, in*Proc. IEEE Int. Conf. Image Processing*, Barcelona, Spain: IEEE Signal Processing Soc., 092003. pp. 69--72.File: | BaStAaMo03.pdf |

Bibtex: | @inproceedings{BaStAaMo03, author = {Erhardt Barth and Ingo Stuke and Til Aach and Cicero Mota}, title = {Spatio-temporal motion estimation for transparency and occlusion}, booktitle = {Proc. IEEE Int. Conf. Image Processing}, publisher = {IEEE Signal Processing Soc.}, address = {Barcelona, Spain}, month = {09}, pages = {69--72}, volume = {3}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaStAaMo03.pdf} } |

Ingo
Stuke,
Til
Aach,
Cicero
Mota, and
Erhardt
Barth,

**Linear and regularized solutions for multiple motions**, in*Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing*, Bhaskaran Vasudev and T Russell Hsing and Andrew G Tescher and Touradj Ebrahimi, Eds. Hong Kong: IEEE Signal Processing Soc., 042003. pp. 157--160.File: | StAaMoBa03b.pdf |

Bibtex: | @inproceedings{StAaMoBa03b, address = {Hong Kong}, author = {Ingo Stuke and Til Aach and Cicero Mota and Erhardt Barth}, title = {Linear and regularized solutions for multiple motions}, editor = {Bhaskaran Vasudev and T Russell Hsing and Andrew G Tescher and Touradj Ebrahimi}, booktitle = {Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing}, organization = {SPIE}, publisher = {IEEE Signal Processing Soc.}, pages = {157--160}, series = {Proceedings of SPIE}, volume = {III}, month = {04}, note = {Conference was canceled due to SARS}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaMoBa03b.pdf} } |

Jens Christian
Claussen, and
Thomas
Villmann,

**Magnification Control in Neural Gas by Winner Relaxing Learning: Independence of a diagonal term.**, in*Proceedings ICANN 2003, Istanbul*, 2003. pp. 58--61.
A.
Meyer-Bäse,
T.
Otto,
T.
Martinetz,
D.
Auer, and
A.
Wismüller,

**Model-{F}ree {F}unctional {MRI} {A}nalysis {U}sing {T}opographic {I}ndependent {C}omponent {A}nalysis**, in*Proceedings of the European Symposium on Artificial Neural Networks (ESANN)*, 2003. pp. 509--514.File: | MeOtMaAuWi03.pdf |

Bibtex: | @inproceedings{MeOtMaAuWi03, author = {A. Meyer-B{\"a}se and T. Otto and T. Martinetz and D. Auer and A. Wism{\"u}ller}, title = {Model-{F}ree {F}unctional {MRI} {A}nalysis {U}sing {T}opographic {I}ndependent {C}omponent {A}nalysis}, booktitle = {Proceedings of the European Symposium on Artificial Neural Networks (ESANN)}, volume = {D-Side Publishers 4}, pages = {509--514}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MeOtMaAuWi03.pdf} } |

Jens Christian
Claussen,
Jürgen
Carstensen,
Marc
Christophersen,
Sergiu
Langa, and
Helmut
Föll,

**Open-Loop Control of Pore Formation in Semiconductor Etching**, in*Proceedings PHSYCON03 vol. 3 (ed. Alexander L. Fradkov) St. Petersburg*, 2003. pp. 895--900.
T.
Martinetz,
J.
Gewehr, and
J. T.
Kim,

**Statistical {L}earning for {D}etecting {P}rotein-{DNA}-{B}inding {S}ites**, in*Proceedings of the International Joint Conference on Neural Networks 2003*, D. C. Wunsch II and M. Hasselmo and K. Venayagamoorthy, Eds. IEEE Press, 2003. pp. 2940--2945.File: | MaGeKi03.pdf |

Bibtex: | @inproceedings{MaGeKi03, author = {T. Martinetz and J. Gewehr and J. T. Kim}, title = {Statistical {L}earning for {D}etecting {P}rotein-{DNA}-{B}inding {S}ites}, booktitle= {Proceedings of the International Joint Conference on Neural Networks 2003}, editor = {D. C. Wunsch II and M. Hasselmo and K. Venayagamoorthy}, publisher = {IEEE Press}, pages = {2940--2945}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaGeKi03.pdf} } |

Jens Christian
Claussen,
Jürgen
Carstensen,
Marc
Christophersen,
Sergiu
Langa, and
Helmut
Föll,

**Self-Organized Formation of Fractal and Regular Pores in Semiconductors**, in*Lecture Notes in Computational Science and Engineering*, Springer, 2003, pp. 00--01.
Jens Christian
Claussen,
Jürgen
Carstensen,
Marc
Christophersen,
Serfiu
Langa, and
Helmut
Föll,

**Self-organized pore formation and open-loop control in semiconductor etching**,*Chaos*, vol. 13, pp. 217--224, 2003.File: | 1.1497835 |

Bibtex: | @article{ClCaChLaFo03, author = {Jens Christian Claussen and J{\"u}rgen Carstensen and Marc Christophersen and Serfiu Langa and Helmut F{\"o}ll}, title = {Self-organized pore formation and open-loop control in semiconductor etching}, journal = {Chaos}, pages = {217--224}, volume = {13}, year = {2003}, abstract = {Electrochemical etching of semiconductors, apart from many technical applications, provides an interesting experimental setup for self-organized structure formation capable, e.g., of regular, diameter-modulated, and branching pores. The underlying dynamical processes governing current transfer and structure formation are described by the current burst model: all dissolution processes are assumed to occur inhomogeneously in time and space as a current burst (CB); the properties and interactions between CBs are described by a number of material- and chemistry-dependent ingredients, like passivation and aging of surfaces in different crystallographic orientations, giving a qualitative understanding of resulting pore morphologies. These morphologies cannot be influenced only by the current, by chemical, material and other etching conditions, but also by an open-loop control, triggering the time scale given by the oxide dissolution time. With this method, under conditions where only branching pores occur, the additional signal hinders side pore formation resulting in regular pores with modulated diameter.}, url = {http://dx.doi.org/10.1063/1.1497835} } |

Martin
Böhme, and
Bodo
Manthey,

**The Computational Power of Compiling {C}++**,*Bulletin of the European Association for Theoretical Computer Science*, vol. 81, pp. 264--270, 2003.File: | BoMa03.pdf |

Bibtex: | @article{BoMa03, author = {Martin B{\"o}hme and Bodo Manthey}, title = {The Computational Power of Compiling {C}++}, journal = {Bulletin of the European Association for Theoretical Computer Science}, pages = {264--270}, volume = {81}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoMa03.pdf} } |

Jens Christian Claussen,

**Winner-relaxing and winner-enhancing {K}ohonen maps: Maximal mutual information from enhancing the winner**,*Complexity*, vol. 8, no. 4, pp. 15--22, 2003.File: | cplx.10084 |

Bibtex: | @article{Cl03, author = {Jens Christian Claussen}, title = {Winner-relaxing and winner-enhancing {K}ohonen maps: Maximal mutual information from enhancing the winner}, journal = {Complexity}, volume = {8}, number = {4}, pages = {15--22}, year = {2003}, url = {http://dx.doi.org/10.1002/cplx.10084}, abstract = {The magnification behavior of a generalized family of self-organizing feature maps, the winner relaxing and winner enhancing Kohonen algorithms is analyzed by the magnification law in the one-dimensional case, which can be obtained analytically. The winner-enhancing case allows to achieve a magnification exponent of one and therefore provides optimal mapping in the sense of information theory. A numerical verification of the magnification law is included, and the ordering behavior is analyzed. Compared to the original self-organizing map and some other approaches, the generalized winner enforcing algorithm requires minimal extra computations per learning step and is conveniently easy to implement.} } |

Jens Christian Claussen,

**Magnification behaviour of Winner Relaxing and Winner-Enhancing Kohonen Feature Maps**, in*Mathematical Modelling and Computing in Biology and Medicine, (V.Capasso Ed.), The MIRIAM Project Series, Progetto Leonardo, ESCULAPIO Pub. Co., Bologna, Italy*, 2003. pp. 17--22.
A.
Madany Mamlouk,
C.
Chee-Ruiter,
U. G.
Hofmann, and
J. M.
Bower,

**Quantifying olfactory perception: mapping olfactory perception space by using multidimensional scaling and self-organizing maps**,*Neurocomputing*, vol. 52--54, pp. 591--597, 2003.File: | MaChHoBo03.pdf |

Bibtex: | @article{MaChHoBo03, author = {Madany Mamlouk, A. and Chee-Ruiter, C. and Hofmann, U. G. and Bower, J. M.}, title = {Quantifying olfactory perception: mapping olfactory perception space by using multidimensional scaling and self-organizing maps}, journal = {Neurocomputing}, volume = {52--54}, pages = {591--597}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaChHoBo03.pdf} } |

Erhardt
Barth,
Jan
Drewes, and
Thomas
Martinetz,

**Individual predictions of eye-movements with dynamic scenes**, in*Electronic Imaging 2003*, Bernice E Rogowitz and Thrasyvoulos N Pappas, Eds. 2003. pp. 252--259.File: | ei2003.html |

Bibtex: | @inproceedings{BaDrMa03, author = {Erhardt Barth and Jan Drewes and Thomas Martinetz}, booktitle = {Electronic Imaging 2003}, editor = {Bernice E Rogowitz and Thrasyvoulos N Pappas}, organization = {SPIE}, title = {Individual predictions of eye-movements with dynamic scenes}, volume = {5007}, pages = {252--259}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ei2003.html} } |

Jan T. Kim,

**Fitness {C}osts of {M}utation {R}ate {A}daption and its {A}pplication to {O}ptimization of {D}ynamic {O}bjective {F}unctions**, in*Proceedings of the ACIS Fourth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03)*, Walter Dosch and Roger Y. Lee, Eds. Lübeck: Schmidt Römhild, 2003. pp. 68--74.File: | Kim03.pdf |

Bibtex: | @inproceedings{Kim03, author = {Jan T. Kim}, title = {Fitness {C}osts of {M}utation {R}ate {A}daption and its {A}pplication to {O}ptimization of {D}ynamic {O}bjective {F}unctions}, editor = {Walter Dosch and Roger Y. Lee}, booktitle = {Proceedings of the ACIS Fourth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03)}, pages = {68--74}, publisher = {Schmidt R{\"o}mhild}, address = {L{\"u}beck}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Kim03.pdf} } |

I.
Stuke,
T.
Aach,
C.
Mota, and
E.
Barth,

**Estimation of multiple motions: regularization and performance evaluation**, in*Image and Video Communications and Processing 2003, Proceedings of SPIE*, B. Vasudev and T. R. Hsing and A. G. Tescher and T. Ebrahimi, Eds. 2003. pp. 75--86.File: | StAaMoBa03.pdf |

Bibtex: | @inproceedings{StAaMoBa03, author = {I. Stuke and T. Aach and C. Mota and E. Barth}, title = {Estimation of multiple motions: regularization and performance evaluation}, booktitle = {Image and Video Communications and Processing 2003, Proceedings of SPIE}, editor = {B. Vasudev and T. R. Hsing and A. G. Tescher and T. Ebrahimi}, volume = {5022}, pages = {75--86}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaMoBa03.pdf} } |

Ingo
Stuke,
Til
Aach,
Erhardt
Barth, and
Cicero
Mota,

**Estimation of {M}ultiple {M}otions by {B}lock {M}atching**, in*Proceedings of the ACIS 4th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03), Lübeck, Germany, October 16-18, 2003*, W. Dosch and R. Y. Lee, Eds. 2003. pp. 358--362.File: | StAaBaMo03.pdf |

Bibtex: | @inproceedings{StAaBaMo03, author = {Ingo Stuke and Til Aach and Erhardt Barth and Cicero Mota}, title = {Estimation of {M}ultiple {M}otions by {B}lock {M}atching}, editor= {W. Dosch and R. Y. Lee}, booktitle = {Proceedings of the ACIS 4th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD'03), L{\"u}beck, Germany, October 16-18, 2003}, pages = {358--362}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StAaBaMo03.pdf} } |

E
Barth,
J
Drewes, and
T
Martinetz,

**Dynamic predictions of tracked gaze**, in*Seventh International Symposium on Signal Processing and its Applications*, Paris , 2003.File: | BaDrMa03a.pdf |

Bibtex: | @inproceedings{BaDrMa03a, author = {E Barth and J Drewes and T Martinetz}, title = {Dynamic predictions of tracked gaze}, booktitle = {Seventh International Symposium on Signal Processing and its Applications}, year = {2003}, address = {Paris}, note = {Special Session on Foveated Vision in Image and Video Processing}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDrMa03a.pdf} } |

Jens Christian
Claussen,
Mathias
Schlüter, and
Uwe-Jens
Krabbenhöft,

**Dust Recognition by Two-Scale Variance Analysis and Graded Information Fusion**, in*Proceedings IFSA 2003, Istanbul*, 2003. pp. 261--264.
Jens Christian Claussen,

**Control of delayed measured systems and impulse length limitations in difference control**, in*Proceedings PHSYCON03 vol. 4 (ed. Alexander L. Fradkov) St. Petersburg*, 2003. pp. 1296--1302.
J. T.
Kim,
T.
Martinetz, and
D.
Polani,

**Bioinformatic {P}rinciples {U}nderlying the {I}nformation {C}ontent of {T}ranscription {F}actor {B}inding {S}ites**,*Journal of Theoretical Biology*, vol. 220, pp. 529--544, 2003.File: | KiMaPo03.pdf |

Bibtex: | @article{KiMaPo03, author = {J. T. Kim and T. Martinetz and D. Polani}, title = {Bioinformatic {P}rinciples {U}nderlying the {I}nformation {C}ontent of {T}ranscription {F}actor {B}inding {S}ites}, journal = {Journal of Theoretical Biology}, volume = {220}, pages = {529--544}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KiMaPo03.pdf} } |

Martin
Böhme, and
Daniel
Potts,

**A Fast Algorithm for Spherical Filtering on Arbitrary Grids**, in*Proceedings of SPIE: Wavelets Applications in Signal and Image Processing X*, 2003. pp. 445--454.File: | BoPo03b.pdf |

Bibtex: | @inproceedings{BoPo03b, author = {Martin B{\"o}hme and Daniel Potts}, title = {A Fast Algorithm for Spherical Filtering on Arbitrary Grids}, booktitle = {Proceedings of SPIE: Wavelets Applications in Signal and Image Processing X}, pages = {445--454}, volume = {5207}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoPo03b.pdf} } |

Martin
Böhme, and
Daniel
Potts,

**A Fast Algorithm for Filtering and Wavelet Decomposition on the Sphere**,*Electronic Transactions on Numerical Analysis*, vol. 16, pp. 70--93, 2003.File: | BoPo03a.pdf |

Bibtex: | @article{BoPo03a, author = {Martin B{\"o}hme and Daniel Potts}, title = {A Fast Algorithm for Filtering and Wavelet Decomposition on the Sphere}, journal = {Electronic Transactions on Numerical Analysis}, pages = {70--93}, volume = {16}, year = {2003}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoPo03a.pdf} } |

A.
Madany Mamlouk,
J. T.
Kim,
E.
Barth,
M.
Brauckmann, and
T.
Martinetz,

**{O}ne-{C}lass {C}lassification with {S}ubgaussians**, in*Pattern Recognition (DAGM 2003)*, B. Michaelis and G. Krell, Eds. Springer-Verlag Berlin Heidelberg, 2003. pp. 346--353.File: | MaKiBaBrMa03.pdf |

Bibtex: | @inproceedings{MaKiBaBrMa03, author = {Madany Mamlouk, A. and Kim, J. T. and Barth, E. and Brauckmann, M. and Martinetz, T.}, year = {2003}, title = {{O}ne-{C}lass {C}lassification with {S}ubgaussians}, editor = {B. Michaelis and G. Krell}, booktitle = {Pattern Recognition (DAGM 2003)}, volume = {2781}, series = {LNCS}, pages = {346--353}, publisher = {Springer-Verlag Berlin Heidelberg}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaKiBaBrMa03.pdf} } |

### 2002

Erhardt
Barth,
Ingo
Stuke, and
Cicero
Mota,

**Analysis of motion and curvature in image sequences**, in*Proc. IEEE Southwest Symp. Image Analysis and Interpretation*, Santa Fe, NM: IEEE Computer Press, 042002. pp. 206--210.File: | barth_ssiai02.pdf |

Bibtex: | @inproceedings{BaStMo02, author = {Erhardt Barth and Ingo Stuke and Cicero Mota}, title = {Analysis of motion and curvature in image sequences}, booktitle = {Proc. IEEE Southwest Symp. Image Analysis and Interpretation}, month = {04}, day = {7--9}, publisher = {IEEE Computer Press}, address = {Santa Fe, NM}, pages = {206--210}, year = {2002}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/barth_ssiai02.pdf} } |

Dirk
Repsilber,
Jan T.
Kim,
Hans
Liljenström, and
Thomas
Martinetz,

**Using {C}oarse-{G}rained, {D}iscrete {S}ystems for {D}ata-{D}riven {I}nference of {R}egulatory {G}ene {N}etworks: {P}erspectives and {L}imitations for {R}everse {E}ngineering**, in*Proceedings of the Fifth German Workshop on Artificial Life*, Daniel Polani and Jan T. Kim and Thomas Martinetz, Eds. Berlin: infix / Akademische Verlagsgesellschaft Aka, 2002. pp. 67--76.File: | ReKiLiMa02.pdf |

Bibtex: | @inproceedings{ReKiLiMa02, author = {Dirk Repsilber and Jan T. Kim and Hans Liljenstr{\"o}m and Thomas Martinetz}, title = {Using {C}oarse-{G}rained, {D}iscrete {S}ystems for {D}ata-{D}riven {I}nference of {R}egulatory {G}ene {N}etworks: {P}erspectives and {L}imitations for {R}everse {E}ngineering}, booktitle = {Proceedings of the Fifth German Workshop on Artificial Life}, editor = {Daniel Polani and Jan T. Kim and Thomas Martinetz}, publisher = {infix / Akademische Verlagsgesellschaft Aka}, address = {Berlin}, pages = {67--76}, year = {2002}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ReKiLiMa02.pdf} } |

Kai
Labusch, and
Daniel
Polani,

**Sensor {E}volution in a {H}omeokinetic {S}ystem**, in*Proceedings of the Fifth German Workshop on Artificial Life*, Daniel Polani and Jan T. Kim and Thomas Martinetz, Eds. Berlin: Akademische Verlagsgesellschaft Aka, 2002. pp. 199--208.File: | LaPo02.pdf |

Bibtex: | @inproceedings{LaPo02, author = {Kai Labusch and Daniel Polani}, title = {Sensor {E}volution in a {H}omeokinetic {S}ystem}, booktitle = {Proceedings of the Fifth German Workshop on Artificial Life}, pages = {199--208}, year = {2002}, editor = {Daniel Polani and Jan T. Kim and Thomas Martinetz}, address = {Berlin}, publisher = {Akademische Verlagsgesellschaft Aka}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaPo02.pdf} } |

A. Madany Mamlouk,

**Quantifying {O}lfactory {P}erception**, Diploma Thesis, Universität zu Lübeck, 2002.File: | Mada02.pdf |

Bibtex: | @mastersthesis{Mada02, author = {Madany Mamlouk, A.}, title = {Quantifying {O}lfactory {P}erception}, year = {2002}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mada02.pdf}, type = {Diploma Thesis}, school = {Universit{\"a}t zu L{\"u}beck} } |

T.
Münster,
W.
Deleu,
L. U.
Wingen,
M.
Ouzunova,
J.
Cacharr{\'o}n,
W.
Faigl,
S.
Werth,
J. T.
Kim,
H.
Saedler, and
G.
Theissen,

**Maize {MADS}-{B}ox {G}enes {G}alore**,*Maydica*, vol. 47, pp. 287--301, 2002.File: | MuDeWiOuCaFaWeKiSaTh02.pdf |

Bibtex: | @article{MuDeWiOuCaFaWeKiSaTh02, author = {T. M{\"u}nster and W. Deleu and L. U. Wingen and M. Ouzunova and J. Cacharr{\'o}n and W. Faigl and S. Werth and J. T. Kim and H. Saedler and G. Theissen}, title = {Maize {MADS}-{B}ox {G}enes {G}alore}, journal = {Maydica}, volume = {47}, pages = {287--301}, year = {2002}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MuDeWiOuCaFaWeKiSaTh02.pdf} } |

E.
Barth, and
T.
Martinetz,

**Information technology for active perception**, in*8th Annual German-American Beckman Frontiers of Science Symposium*, 2002.File: | BaMa02.pdf |

Bibtex: | @inproceedings{BaMa02, author = {E. Barth and T. Martinetz}, title = {Information technology for active perception}, booktitle = {8th Annual German-American Beckman Frontiers of Science Symposium}, year = {2002}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaMa02.pdf}, note = {Poster in PDF} } |

D.
Polani,
J. T.
Kim, and
T.
Martinetz,

**Abstracting and {S}ynthesizing the {P}rinciples of {L}iving {S}ystems. {P}roceedings of the {F}ifth {G}erman {W}orkshop on {A}rtificial {L}ife.**, .... Berlin: infix / Akademische Verlagsgesellschaft Aka, 2002.
Oliver
Schmitt, and
Martin
Böhme,

**A {R}obust {T}ranscortical {P}rofile {S}canner for {G}enerating {2-D} {T}raverses in {H}istological {S}ections of {R}ichly {C}urved {C}ortical {C}ourses**,*NeuroImage*, vol. 16, pp. 1103--1119, 2002.
Martin Böhme,

**A {F}ast {A}lgorithm for {F}iltering and {W}avelet {D}ecomposition on the {S}phere**, Diploma Thesis, Universität zu Lübeck, 2002.File: | Boeh02.pdf |

Bibtex: | @mastersthesis{Boeh02, author = {Martin B{\"o}hme}, title = {A {F}ast {A}lgorithm for {F}iltering and {W}avelet {D}ecomposition on the {S}phere}, year = {2002}, school = {Universit{\"a}t zu L{\"u}beck}, type = {Diploma Thesis}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Boeh02.pdf} } |

Jens Christian
Claussen, and
Heinz Georg
Schuster,

**Asymptotic Level Density of the Elastic Net Self-Organizing Feature Map**, in*ICANN 2002*, Springer, 2002. pp. 939--944.File: | fulltext.pdf |

Bibtex: | @inproceedings{ClSc02, author = {Jens Christian Claussen and Heinz Georg Schuster}, title = {Asymptotic Level Density of the Elastic Net Self-Organizing Feature Map}, booktitle = {ICANN 2002}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, volume = {2415}, pages = {939--944}, year = {2002}, url = {http://www.springerlink.com/content/1ud5f2ea7du5jgx0/fulltext.pdf}, abstract = {Whileas the Kohonen Self Organizing Map shows an asymptotic level density following a power law with a magnification exponent 2/3, it would be desired to have an exponent 1 in order to provide optimal mapping in the sense of information theory. In this paper, we study analytically and numerically the magnification behaviour of the Elastic Net algorithm as a model for self-organizing feature maps. In contrast to the Kohonen map the Elastic Net shows no power law, but for onedimensional maps nevertheless the density follows an universal magnification law, i.e. depends on the local stimulus density only and is independent on position and decouples from the stimulus density at other positions.} } |

### 2001

Cicero
Mota,
Ingo
Stuke, and
Erhardt
Barth,

**Analytic solutions for multiple motions**, in*Proc. IEEE Int. Conf. Image Processing*, Thessaloniki, Greece: IEEE Signal Processing Soc., Oct.2001. pp. 917--920.File: | MoStBa01.pdf |

Bibtex: | @inproceedings{MoStBa01, address = {Thessaloniki, Greece}, author = {Cicero Mota and Ingo Stuke and Erhardt Barth}, booktitle = {Proc. IEEE Int. Conf. Image Processing}, month = {10}, pages = {917--920}, publisher = {IEEE Signal Processing Soc.}, title = {Analytic solutions for multiple motions}, volume = {II}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MoStBa01.pdf} } |

P.
Stoerig, and
E.
Barth,

**Low-level phenomenal vision despite unilateral destruction of primary visual cortex**,*Consciousness and Cognition*, vol. 10, pp. 574--587, 2001.File: | StBa01.pdf |

Bibtex: | @article{StBa01, author = {P. Stoerig and E. Barth}, title = {Low-level phenomenal vision despite unilateral destruction of primary visual cortex}, journal = {Consciousness and Cognition}, volume = {10}, pages = {574--587}, year = {2001}, url = {https://www.inb.uni-luebeck.de/~barth/demos/gy}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StBa01.pdf} } |

E.
Barth,
M.
Ferraro, and
C.
Zetsche,

**Global topological properties of images derived from local curvature features**, in*Visual Form 2001. Lecture Notes in Computer Science*, C. Arcelli and L. P. Cordella and G. Sanniti di Baja, Eds. 2001. pp. 285--294.File: | BaFeZe01.pdf |

Bibtex: | @inproceedings{BaFeZe01, author = {E. Barth and M. Ferraro and C. Zetsche}, title = {Global topological properties of images derived from local curvature features}, editor = {C. Arcelli and L. P. Cordella and G. Sanniti di Baja}, booktitle = {Visual Form 2001. Lecture Notes in Computer Science}, pages = {285--294}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaFeZe01.pdf} } |

K.
Dautenhahn,
D.
Polani, and
T.
Uthmann,

**Guest {E}ditor's {I}ntroduction: {S}pecial {I}ssue on {S}ensor {E}volution**, in*Artificial {L}ife {J}ournal - {S}pecial {I}ssue on {S}ensor {E}volution*, K. Dautenhahn and D. Polani and T. Uthmann, Eds. MIT Press, 2001. pp. 95--98.
E. Barth,

**Information technology for active perception: {I}tap**, in*First GRP-Symposium, Sehen und Aufmerksamkeit im Alter, Benediktbeuren, December 2001*, 2001.File: | Bart01.pdf |

Bibtex: | @inproceedings{Bart01, author = {E. Barth}, title = {Information technology for active perception: {I}tap}, booktitle = {First GRP-Symposium, Sehen und Aufmerksamkeit im Alter, Benediktbeuren, December 2001}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Bart01.pdf} } |

F.
Flentge,
D.
Polani, and
T.
Uthmann,

**Modelling the {E}mergence of {P}ossession {N}orms using {M}emes**,*Journal of Artificial Societies and Social Simulations*, vol. 4, no. 4, 2001.File: | FlPoUt01.html |

Bibtex: | @article{FlPoUt01, author = {F. Flentge and D. Polani and T. Uthmann}, title = {Modelling the {E}mergence of {P}ossession {N}orms using {M}emes}, journal = {Journal of Artificial Societies and Social Simulations}, volume = {4}, number = {4}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/FlPoUt01.html} } |

Michael
Dorr,
Ingo
Stuke,
Cicero
Mota, and
Erhardt
Barth,

**Mathematical and perceptual analysis of multiple motions**, in*TWK 2001 Beiträge zur 4. Tübinger Wahrnehmungskonferenz*, Heinrich H. Bülthoff and Karl R. Gegenfurtner and Hanspeter A. Mallot and Rolf Ulrich, Eds. 2001. pp. 174.File: | DoStMoBa01.pdf |

Bibtex: | @inproceedings{DoStMoBa01, author = {Michael Dorr and Ingo Stuke and Cicero Mota and Erhardt Barth}, booktitle = {TWK 2001 Beitr{\"a}ge zur 4. T{\"u}binger Wahrnehmungskonferenz}, editor = {Heinrich H. B{\"u}lthoff and Karl R. Gegenfurtner and Hanspeter A. Mallot and Rolf Ulrich}, pages = {174}, title = {Mathematical and perceptual analysis of multiple motions}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoStMoBa01.pdf} } |

D. Polani,

**Measures for the {O}rganization of {S}elf-{O}rganizing {M}aps**, in*Self-Organizing Neural Networks. Recent Advances and Applications*, L. Jain and U. Seiffert, Eds. Springer, 2001.File: | Pola01.pdf |

Bibtex: | @inproceedings{Pola01, author = {D. Polani}, title = {Measures for the {O}rganization of {S}elf-{O}rganizing {M}aps}, booktitle = {Self-Organizing Neural Networks. Recent Advances and Applications}, editor = {L. Jain and U. Seiffert}, publisher = {Springer}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Pola01.pdf} } |

J. T. Kim,

**Modelling the {O}rganization of {F}lower {M}orphogenesis by {T}ranscription {F}actor {N}etworks {U}sing {L}indenmayer {S}ystems**, in*Proceedings of the German Conference on Bioinformatics 2001*, E. Wingender and R. Hofestädt and I. Liebich, Eds. 2001. pp. 190--191.
C.
Ronnewinkel,
C.O.
Wilke, and
T.
Martinetz,

**Genetic algorithms in time-dependent environments**,*L. Kallel, B. Naudts, and A. Rogers, editors, Theoretical Aspects of Evolutionary Computing, Natural Computing*, pp. 261--285, 2001. Springer.File: | RoWiMa01.pdf |

Bibtex: | @article{RoWiMa01, author = {C. Ronnewinkel and C.O. Wilke and T. Martinetz}, title = {Genetic algorithms in time-dependent environments}, journal = {L. Kallel, B. Naudts, and A. Rogers, editors, Theoretical Aspects of Evolutionary Computing, Natural Computing}, pages = {261--285}, publisher = {Springer}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/RoWiMa01.pdf} } |

D.
Polani,
T.
Martinetz, and
J. T.
Kim,

**On the {Q}uantification of {R}elevant {I}nformation**, 2001.File: | PoMaKi01b.ps.gz |

Bibtex: | @misc{PoMaKi01b, author = {D. Polani and T. Martinetz and J. T. Kim}, title = {On the {Q}uantification of {R}elevant {I}nformation}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoMaKi01b.ps.gz}, note = {Presented at SCAI'01 (Scandinavian Conference on Artificial Intelligence), Feb. 19-21, 2001} } |

A.
Liese,
D.
Polani, and
T.
Uthmann,

**Study of the {S}imulated {E}volution of the {S}pectral {S}ensivity of {V}isual {A}gent {R}eceptors**,*Artificial Life (Special Issue on Sensor Evolution)*, vol. 7, no. 2, pp. 99--124, 2001.
Romildo
Silva,
Jonas
Gomes, and
Cicero
Mota,

**Geometric processing of volumetric graphical objects**, in*Proceedings of WSCG 2001*, 2001. pp. 307--314.
Jan T.
Kim,
Thomas
Martinetz, and
Daniel
Polani,

**On the {E}ffects of {T}ranscription {F}actor {P}roperties on the {I}nformation {C}ontent of {B}inding {S}ites**, in*Proceedings of the German Conference on Bioinformatics 2001. German Research Center for Biotechnology (GBF), Maschroder Weg 1, 38124 Braunschweig, Germany*, Edgar Wingender and Ralf Hofestädt and Ines Liebich, Eds. 2001. pp. 192--194.File: | KiMaPo01.pdf |

Bibtex: | @inproceedings{KiMaPo01, author = {Jan T. Kim and Thomas Martinetz and Daniel Polani}, title = {On the {E}ffects of {T}ranscription {F}actor {P}roperties on the {I}nformation {C}ontent of {B}inding {S}ites}, editor = {Edgar Wingender and Ralf Hofest{\"a}dt and Ines Liebich}, booktitle = {Proceedings of the German Conference on Bioinformatics 2001. German Research Center for Biotechnology (GBF), Maschroder Weg 1, 38124 Braunschweig, Germany}, pages ={192--194}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KiMaPo01.pdf} } |

J. T. Kim,

**Fitness {C}osts of {M}utation {R}ate {A}daption: {A} {F}actor in {C}oevolution and its {E}ffects in {D}ynamic {F}itness {L}andscapes**, in*GECCO 2001 - Genetic and Evolutionary Computation Conference: Workshop Program, 8-13, San Francisco, CA, July 2001*, R. Heckendorn, Eds. 2001.
Luzie U.
Wingen,
Jan T.
Kim,
Heinz
Saedler, and
Koen
Dekker,

**{ZIGIA-DB}: {A} versatile {D}atabase for {H}andling {C}omplex {F}unctional {G}enomic {D}ata of {A}rabidopsis thaliana**, in*Proceedings of the German Conference on Bioinformatics 2001. German Research Center for Biotechnology (GBF), Mascheroder Weg 1, 38124 Braunschweig, Germany*, Edgar Wingender and Ralf Hofestädt and Ines Liebich, Eds. 2001. pp. 234--235.File: | WiKiSaDe01.pdf |

Bibtex: | @inproceedings{WiKiSaDe01, author = {Luzie U. Wingen and Jan T. Kim and Heinz Saedler and Koen Dekker}, title = {{ZIGIA-DB}: {A} versatile {D}atabase for {H}andling {C}omplex {F}unctional {G}enomic {D}ata of {A}rabidopsis thaliana}, editor = {Edgar Wingender and Ralf Hofest{\"a}dt and Ines Liebich}, booktitle = {Proceedings of the German Conference on Bioinformatics 2001. German Research Center for Biotechnology (GBF), Mascheroder Weg 1, 38124 Braunschweig, Germany}, pages = {234--235}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiKiSaDe01.pdf} } |

G.
Bruns,
D.
Polani, and
T.
Uthmann,

**Eine {V}irtuelle {K}ontinuierliche {W}elt als {T}estbett für {KI}-{M}odelle**,*Künstliche Intelligenz*, vol. 60--62, 2001.File: | BrPoUt01.pdf |

Bibtex: | @article{BrPoUt01, author = {G. Bruns and D. Polani and T. Uthmann}, title = {Eine {V}irtuelle {K}ontinuierliche {W}elt als {T}estbett f{\"u}r {KI}-{M}odelle}, journal = {K{\"u}nstliche Intelligenz}, volume = {60--62}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BrPoUt01.pdf} } |

I.
Rentschler, and
E.
Barth,

**{B}ilder im {K}opf oder vom {U}rsprung des {S}chönen**, in*Welten im Kopf. Texte zum Imaginativen Lernen*, I. Rentschler and E. Madelung and P. Fauser, Eds. Hamburg: Kallwey Verlag, 2001.
Jan T.
Kim,
Henning
Schwöbbermeyer,
Günter
Theissen, and
Heinz
Saedler,

**{B}iodiversitätsmessung bei {P}flanzen anhand molekularer {D}aten**, in*Biodiversität. Wissenschaftliche Grundlagen und gesellschaftliche Relevanz. Band 10 der Reihe Wissenschaftsethik und Technologiefolgenbeurteilung*, Peter Janich and Mathias Gutmann and Kathrin Priess, Eds. Berlin, Heidelberg: Springer Verlag, 2001. pp. 181--234.File: | KiScThSa01.pdf |

Bibtex: | @inproceedings{KiScThSa01, author = {Jan T. Kim and Henning Schw{\"o}bbermeyer and G{\"u}nter Theissen and Heinz Saedler}, title = {{B}iodiversit{\"a}tsmessung bei {P}flanzen anhand molekularer {D}aten}, editor = {Peter Janich and Mathias Gutmann and Kathrin Priess}, booktitle = {Biodiversit{\"a}t. Wissenschaftliche Grundlagen und gesellschaftliche Relevanz. Band 10 der Reihe Wissenschaftsethik und Technologiefolgenbeurteilung}, publisher = {Springer Verlag}, address = {Berlin, Heidelberg}, pages = {181--234}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KiScThSa01.pdf} } |

C.
Ronnewinkel, and
T.
Martinetz,

**{E}xplicit {S}peciation with few a priori {P}arameters for {D}ynamic {O}ptimization {P}roblems**, in*GECCO 2001 - Workshop Proceedings*, San Francisco: Morgan Kaufmann, 2001.File: | RoMa01.ps.gz |

Bibtex: | @inproceedings{RoMa01, author = {C. Ronnewinkel and T. Martinetz}, title = {{E}xplicit {S}peciation with few a priori {P}arameters for {D}ynamic {O}ptimization {P}roblems}, booktitle = {GECCO 2001 - Workshop Proceedings}, publisher = {Morgan Kaufmann}, address = {San Francisco}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/RoMa01.ps.gz} } |

D.
Polani, and
T.
Martinetz,

**{T}eam {D}escription for {L}ucky {L}übeck - {E}vidence {B}ased {P}osition {E}stimation**, in*RoboCup-2000. Robot Soccer World Cup IV, LNCS*, P. Stone and T. Balch and G. Kraetzschmar, Eds. Springer, 2001. pp. 481--484.File: | PoMa01.ps.gz |

Bibtex: | @inproceedings{PoMa01, author = {D. Polani and T. Martinetz}, title = {{T}eam {D}escription for {L}ucky {L}{\"u}beck - {E}vidence {B}ased {P}osition {E}stimation}, editor = {P. Stone and T. Balch and G. Kraetzschmar}, booktitle = {RoboCup-2000. Robot Soccer World Cup IV, LNCS}, publisher = {Springer}, pages = {481--484}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoMa01.ps.gz} } |

M.
Haker,
A.
Meyer,
D.
Polani, and
T.
Martinetz,

**A {M}ethod for {I}ncorporation of {N}ew {E}vidence to {I}mprove {W}orld {S}tate {E}stimation**, in*Proceedings of the RoboCup 2001 Symposium, Seattle*, 2001. pp. 356--361.File: | HaMePoMa01.pdf |

Bibtex: | @inproceedings{HaMePoMa01, author = {M. Haker and A. Meyer and D. Polani and T. Martinetz}, title = {A {M}ethod for {I}ncorporation of {N}ew {E}vidence to {I}mprove {W}orld {S}tate {E}stimation}, booktitle = {Proceedings of the RoboCup 2001 Symposium, Seattle}, pages = {356--361}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaMePoMa01.pdf} } |

P.
Stoerig, and
E.
Barth,

**A {N}ote on ({K}){N}ots: {R}esponse to {R}obert {W}. {K}entridge's {C}ommentary**,*Consciousness and Cognition*, vol. 10, pp. 591--593, 2001.
D.
Polani,
T.
Martinetz, and
J. T.
Kim,

**An {I}nformation-{T}heoretic {A}pproach for the {Q}uantification of {R}elevance**, in*Advances in Artificial Life (Proc. 6th European Conference on Artificial Life)*, J. Kelemen and P. Sosik, Eds. Springer-Verlag, 2001.File: | PoMaKi01a.pdf |

Bibtex: | @inproceedings{PoMaKi01a, author = {D. Polani and T. Martinetz and J. T. Kim}, year = {2001}, title = {An {I}nformation-{T}heoretic {A}pproach for the {Q}uantification of {R}elevance}, editor = {J. Kelemen and P. Sosik}, booktitle = {Advances in Artificial Life (Proc. 6th European Conference on Artificial Life)}, series = {LNCS}, publisher = {Springer-Verlag}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoMaKi01a.pdf} } |

K.
Dautenhahn,
D.
Polani, and
T.
Uthmann,

**Artificial {L}ife {J}ournal - {S}pecial {I}ssue on {S}ensor {E}volution.**, .... MIT Press, 2001.
T. Martinetz,

**Bioinformatik - {I}nformationsverarbeitung in der {B}iologie**,*Focus MUL*, vol. 18, no. 2, pp. 74--81, 2001.File: | Mart01.pdf |

Bibtex: | @article{Mart01, author = {T. Martinetz}, title = {Bioinformatik - {I}nformationsverarbeitung in der {B}iologie}, journal = {Focus MUL}, volume = {18}, number = {2}, pages = {74--81}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart01.pdf} } |

Claus O
Wilke,
Christopher
Ronnewinkel, and
Thomas
Martinetz,

**Dynamic {F}itness {L}andscapes in {M}olecular {E}volution**,*Physics Reports*, vol. 349, pp. 395--446, 2001.File: | WiRoMa01.pdf |

Bibtex: | @article{WiRoMa01, author = {Claus O Wilke and Christopher Ronnewinkel and Thomas Martinetz}, title = {Dynamic {F}itness {L}andscapes in {M}olecular {E}volution}, journal = {Physics Reports}, volume = {349}, pages = {395--446}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiRoMa01.pdf} } |

C. O.
Wilke, and
C.
Ronnewinkel,

**Dynamic fitness landscapes: {E}xpansions for small mutation rates**,*Physica*, vol. A 290, pp. 475--490, 2001.File: | WiRo01.pdf |

Bibtex: | @article{WiRo01, author = {C. O. Wilke and C. Ronnewinkel}, title = {Dynamic fitness landscapes: {E}xpansions for small mutation rates}, journal = {Physica}, volume = {A 290}, pages = {475--490}, year = {2001}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiRo01.pdf} } |

### 2000

Cicero
Mota, and
Erhardt
Barth,

**On the uniqueness of curvature features**, in*Dynamische Perzeption*, G. Baratoff and H. Neumann, Eds. Köln: Infix Verlag, 2000. pp. 175--178.ISBN: | 3 89838 020 3 |

File: | ulm2000.html |

Bibtex: | @inproceedings{MoBa00, author = {Cicero Mota and Erhardt Barth}, title = {On the uniqueness of curvature features}, editor = {G. Baratoff and H. Neumann}, booktitle = {Dynamische Perzeption}, publisher = {Infix Verlag}, address = {K{\"o}ln}, isbn = {3 89838 020 3}, series = {Proceedings in Artificial Intelligence}, volume = {9}, pages = {175--178}, year = {2000}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ulm2000.html} } |

E. Barth,

**The minors of the structure tensor**, in*Mustererkennung 2000*, G. Sommer, Eds. Berlin: Springer, 2000. pp. 221--228.File: | dagm2000.html |

Bibtex: | @inproceedings{Bart00a, author = {E. Barth}, title = {The minors of the structure tensor}, booktitle = {Mustererkennung 2000}, editor = {G. Sommer}, publisher = {Springer}, address = {Berlin}, pages = {221--228}, year = {2000}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/dagm2000.html} } |

E. Barth,

**Spatio-temporal curvature and the visual coding of motion**, in*Neural Computation*, Berlin: Proceedings of the International ICSC Congress, 2000.File: | nc2000.html |

Bibtex: | @inproceedings{Bart00b, author = {E. Barth}, title = {Spatio-temporal curvature and the visual coding of motion}, booktitle = {Neural Computation}, publisher = {Proceedings of the International ICSC Congress}, address = {Berlin}, year = 2000, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/nc2000.pdf}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/nc2000.html} } |

E.
Barth, and
M.
Ferraro,

**On the geometric structure of spatio-temporal patterns**, in*Algebraic Frames for the Perception-Action Cycle*, G. Sommer and Y. Zeevi, Eds. Berlin: Springer Lecture Notes in Computer Science, 2000. pp. 134--143.File: | afpac2000.html |

Bibtex: | @inproceedings{BaFe00, author = {E. Barth and M. Ferraro}, title = {On the geometric structure of spatio-temporal patterns}, booktitle = {Algebraic Frames for the Perception-Action Cycle}, editor = {G. Sommer and Y. Zeevi}, publisher = {Springer Lecture Notes in Computer Science}, address = {Berlin}, pages = {134--143}, year = {2000}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/afpac2000.html} } |

A.
Walthelm, and
A.
Madany Mamlouk,

**Multisensoric {A}ctive {S}patial {E}nvironment {E}xploration and {M}odeling**, in*Dynamische Perzeption, Workshop der GI-Fachgruppe 1.0.4 Bildverstehen, Ulm, November 2000*, Berlin: AKA Akademische Verlagsgesellschaft, 2000. pp. 141--146.
V.
Srinivasan,
S. W.
Zhang,
J. S.
Chahl,
E.
Barth, and
S.
Venkatesh,

**How honeybees make grazing landings on flat surfaces**,*Biological Cybernetics*, vol. 83, no. 3, pp. 171--183, 2000.File: | srini.html |

Bibtex: | @article{SrZhChBaVe00, author = {V. Srinivasan and S. W. Zhang and J. S. Chahl and E. Barth and S. Venkatesh}, title = {How honeybees make grazing landings on flat surfaces}, journal = {Biological Cybernetics}, year = {2000}, volume = {83}, number = {3}, pages = {171--183}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/srini.html} } |

E. Barth,

**A geometric view on early and middle level visual coding**,*Spatial Vision*, vol. 13, no. 2--3, pp. 193--199, 2000.File: | badhomburg.html |

Bibtex: | @Article{Bart00c, author = {E. Barth}, title = {A geometric view on early and middle level visual coding}, journal = {Spatial Vision}, volume = {13}, number = {2--3}, pages = {193--199}, year = 2000, note = {Special Issue on Object Recognition and Image Understanding by Brain and Machines}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/badhomburg.html} } |

E.
Barth, and
A. B.
Watson,

**A geometric framework for nonlinear visual coding**,*Optics Express*, vol. 7, no. 4, pp. 155--165, 2000.File: | BaWa00.pdf |

Bibtex: | @article{BaWa00, author = {E. Barth and A. B. Watson}, title = {A geometric framework for nonlinear visual coding}, journal = {Optics Express}, volume = {7}, number = {4}, pages = {155--165}, year = {2000}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaWa00.pdf} } |

J. T. Kim,

**{LindEvol}: {A}rtificial {M}odels for {N}atural {P}lant {E}volution**,*Künstliche Intelligenz*, vol. 1, pp. 26--32, 2000.File: | Kim00.pdf |

Bibtex: | @article{Kim00, author = {J. T. Kim}, title = {{LindEvol}: {A}rtificial {M}odels for {N}atural {P}lant {E}volution}, journal = {K{\"u}nstliche Intelligenz}, volume = {1}, pages = {26--32}, year = {2000}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Kim00.pdf} } |

### 1999

C.O.
Wilke, and
T.
Martinetz,

**Lifetimes of agents under external stress**,*Phys. Rev. E, Rapid Communication*, vol. 59(3), pp. R2512--R2515, 1999.File: | WiMa99.pdf |

Bibtex: | @article{WiMa99, author = {C.O. Wilke and T. Martinetz}, title = {Lifetimes of agents under external stress}, journal = {Phys. Rev. E, Rapid Communication}, volume = {59(3)}, pages = {R2512--R2515}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiMa99.pdf} } |

Ingo
Rentschler, and
Erhardt
Barth,

**Vom {V}orteil der tätigen {V}eränderung bildlicher {V}orstellungen**,*Kunstforum*, vol. 148, 1999.File: | kunstforum.html |

Bibtex: | @article{ReBa99, author = {Ingo Rentschler and Erhardt Barth}, journal = {Kunstforum}, title = {Vom {V}orteil der t{\"a}tigen {V}er{\"a}nderung bildlicher {V}orstellungen}, volume = {148}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/kunstforum.html} } |

H. G.
Danielmeyer, and
Y. Takeda
eds.,

**The {C}ompany of the {F}uture - {M}arkets, {T}ools, and {S}trategies.**, .... Springer, 1999.
E.
Barth,
B. L.
Beard, and
A. J. Ahumada
Jr.,

**Nonlinear features in vernier acuity**, in*IS{\&}T/SPIE Symposium on Human Vision and Electronic Imaging*, 1999.File: | spie99.html |

Bibtex: | @inproceedings{BaBeAh99, author = {E. Barth and B. L. Beard and A. J. Ahumada Jr.}, title = {Nonlinear features in vernier acuity}, booktitle = {IS{\&}T/SPIE Symposium on Human Vision and Electronic Imaging}, volume = {3644}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/spie99.html} } |

Claus O.
Wilke,
Christopher
Ronnewinkel, and
Thomas
Martinetz,

**Molecular {E}volution in {T}ime {D}ependent {E}nvironments**, in*Advances in Artificial Life, ECAL 1999*, Dario Floreano and Jean-Daniel Nicoud and Francesco Mondada, Eds. Springer, 1999.File: | WiRoMa99.pdf |

Bibtex: | @inproceedings{WiRoMa99, author = {Claus O. Wilke and Christopher Ronnewinkel and Thomas Martinetz}, title = {Molecular {E}volution in {T}ime {D}ependent {E}nvironments}, booktitle = {Advances in Artificial Life, ECAL 1999}, editor = {Dario Floreano and Jean-Daniel Nicoud and Francesco Mondada}, series = {Lecture Notes in Artifical Intelligence}, publisher = {Springer}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiRoMa99.pdf} } |

Jens Christian
Claussen,
U.
Heim, and
P. Schmucker
Schuster,

**Kontrolle von {C}haos in räumlich ausgedehnten {S}ystemen**, in*Technische Anwendungen von Erkenntnissen der Nichtlinearen Dynamik, ed. H. Hoffschulz, VDI Technologiezentrum Physikalische Technologien, Frankfurt*, 1999. pp. 371--374.
A.
Walthelm,
R.
Kluthe, and
A.
Madany Mamlouk,

**Ein {3D}-{W}eltmodell zur teilaktiven {P}ositionsverfolgung in komplexen dynamischen {U}mgebungen**, in*15. Fachgespräch Autonome Mobile Systeme (AMS'99), München, November 26-27, 1999*, 1999.
C.
Mota, and
J.
Gomes,

**Curvature Operators in Geometric Image Processing**, in*Brazilian Symposium on Computer Graphics and Image Processing*, Campinas, Brazil: IEEE Press, 1999. pp. 223--230.File: | mota-gomes.pdf |

Bibtex: | @inproceedings{MoGo99, author = {C. Mota and J. Gomes}, title = {Curvature Operators in Geometric Image Processing}, booktitle = {Brazilian Symposium on Computer Graphics and Image Processing}, publisher = {IEEE Press}, address = {Campinas, Brazil}, pages = {223--230}, year = {1999}, url = {http://www.visgraf.impa.br/RefBib/Data/PS_PDF/mota-gomes-sib99/mota-gomes.pdf} } |

E. Barth,

**Bewegung als intrinsische {G}eometrie von {B}ildfolgen**, in*Mustererkennung 99*, W. Förster and J. M. Buhmann and A. Faber and P. Faber, Eds. Bonn: Springer, Berlin, 1999. pp. 301--308.File: | dagm99.html |

Bibtex: | @inproceedings{Bart99, author = {E. Barth}, booktitle = {Mustererkennung 99}, editor = {W. F{\"o}rster and J. M. Buhmann and A. Faber and P. Faber}, pages = {301--308}, publisher = {Springer, Berlin}, address = {Bonn}, title = {Bewegung als intrinsische {G}eometrie von {B}ildfolgen}, year = 1999, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/dagm99.html} } |

Claus O.
Wilke, and
Thomas
Martinetz,

**Adaptive walks on time-dependent fitness landscapes**,*Physical Review E*, vol. 60, no. 2, pp. 2154--2159, 1999.File: | WiMa99b.pdf |

Bibtex: | @article{WiMa99b, author = {Claus O. Wilke and Thomas Martinetz}, title = {Adaptive walks on time-dependent fitness landscapes}, journal = {Physical Review E}, pages = {2154--2159}, volume = {60}, number = {2}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiMa99b.pdf} } |

Henning
Schwöbbermeyer, and
Jan
Kim,

**A {C}omparative {A}nalysis of {B}iodiversity {M}easures**, in*Advances in {A}rtificial {I}ntelligence*, Dario Floreano and Jean-Daniel Nicoud and Francesco Mondada, Eds. Berlin, Heidelberg: Springer Verlag, 1999, pp. 119--28.File: | ScKi99.pdf |

Bibtex: | @incollection{ScKi99, author = {Henning Schw{\"o}bbermeyer and Jan Kim}, title = {A {C}omparative {A}nalysis of {B}iodiversity {M}easures}, editor = {Dario Floreano and Jean-Daniel Nicoud and Francesco Mondada}, booktitle = {Advances in {A}rtificial {I}ntelligence}, address = {Berlin, Heidelberg}, publisher = {Springer Verlag}, series = {Lecture {N}otes in {A}rtificial {I}ntelligence}, pages = {119--28}, year = {1999}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScKi99.pdf} } |

### 1998

Claus O.
Wilke,
Stephan
Altmeyer, and
Thomas
Martinetz,

**Large-scale evolution and extinction in a hierarchically structured environment**, in*Proceedings of Artificial Life VI, Los Angeles, June 26-29, 1998*, C. Adami and R. Belew and H. Kitano and C. Taylor, Eds. MIT Press, 1998.File: | WiAlMa98a.pdf |

Bibtex: | @inproceedings{WiAlMa98a, author = {Claus O. Wilke and Stephan Altmeyer and Thomas Martinetz}, title = {Large-scale evolution and extinction in a hierarchically structured environment}, editor = {C. Adami and R. Belew and H. Kitano and C. Taylor}, booktitle = {Proceedings of Artificial Life VI, Los Angeles, June 26-29, 1998}, publisher = {MIT Press}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiAlMa98a.pdf} } |

C. O.
Wilke,
S.
Altmeyer, and
T.
Martinetz,

**Third {G}erman {W}orkshop on {A}rtificial {L}ife.**, .... Verlag Harri Deutsch, 1998.Bibtex: | @book{WiAlMa98, author = {C. O. Wilke and S. Altmeyer and T. Martinetz}, title = {Third {G}erman {W}orkshop on {A}rtificial {L}ife}, publisher = {Verlag Harri Deutsch}, year = {1998} } |

E.
Barth, and
A. B.
Watson,

**Nonlinear visual coding from an intrinsic-geometry perspective**, in*Optical Society of America Annual Meeting Technical Digest, October 1998*, 1998.File: | osa98.html |

Bibtex: | @inproceedings{BaWa98a, author= {E. Barth and A. B. Watson}, title = {Nonlinear visual coding from an intrinsic-geometry perspective}, booktitle = {Optical Society of America Annual Meeting Technical Digest, October 1998}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/osa98.html} } |

E.
Barth, and
A. B.
Watson,

**Nonlinear spatio-temporal model based on the geometry of the visual input**,*Investigative Ophtalmology and Visual Science*, vol. 39--4 (Supplement), pp. S-2110, 1998.File: | arvo98.html |

Bibtex: | @article{BaWa98, author= {E. Barth and A. B. Watson}, title = {Nonlinear spatio-temporal model based on the geometry of the visual input}, journal = {Investigative Ophtalmology and Visual Science}, volume = {39--4 (Supplement)}, pages = {S-2110}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/arvo98.html} } |

Jens Christian
Claussen,
Thorsten
Mausbach,
Alexander
Piel, and
Heinz Georg
Schuster,

**Memory difference control of unknown unstable fixed points: Drifting parameter conditions and delayed measurement**,*Physical Review E*, vol. 58, pp. 7256--7260, 1998.File: | PhysRevE.58.7256 |

Bibtex: | @article{ClMaPiSc98, author = {Jens Christian Claussen and Thorsten Mausbach and Alexander Piel and Heinz Georg Schuster}, title = {Memory difference control of unknown unstable fixed points: Drifting parameter conditions and delayed measurement}, journal = {Physical Review E}, pages = {7256--7260}, volume = {58}, year = {1998}, abstract = {Difference control schemes for controlling unstable fixed points become important if the exact position of the fixed point is unavailable or moving due to drifting parameters. We propose a memory difference control method for stabilization of a priori unknown unstable fixed points by introducing a memory term. If the amplitude of the control applied in the previous time step is added to the present control signal, fixed points with arbitrary Lyapunov numbers can be controlled. This method is also extended to compensate arbitrary time steps of measurement delay. We show that our method stabilizes orbits of the Chua circuit where ordinary difference control fails.}, url = {http://dx.doi.org/10.1103/PhysRevE.58.7256} } |

C. O.
Wilke,
S.
Altmeyer, and
T.
Martinetz,

**Aftershocks in {C}oherent-{N}oise {M}odels**,*Physica D*, vol. 120, pp. 401--417, 1998.File: | WiAlMa98b.pdf |

Bibtex: | @article{WiAlMa98b, author = {C. O. Wilke and S. Altmeyer and T. Martinetz}, title = {Aftershocks in {C}oherent-{N}oise {M}odels}, journal = {Physica D}, volume = {120}, pages = {401--417}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiAlMa98b.pdf} } |

Erhardt
Barth,
Christoph
Zetzsche, and
Ingo
Rentschler,

**Intrinsic {2D} features as textons**,*J Opt Soc Am A*, vol. 15, no. 7, pp. 1723--1732, 1998.File: | BaZeRe98.html |

Bibtex: | @article{BaZeRe98, author = {Erhardt Barth and Christoph Zetzsche and Ingo Rentschler}, title = {Intrinsic {2D} features as textons}, journal = {J Opt Soc Am A}, volume = {15}, number = {7}, pages = {1723--1732}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeRe98.html} } |

S.
Altmeyer,
C. O.
Wilke, and
T.
Martinetz,

**How fast do structures emerge in hypercycle systems?**, in*Third German Workshop on Artificial Life*, C. O. Wilke and S. Altmeyer and T. Martinetz, Eds. Verlag Harri Deutsch, 1998.File: | AlWiMa98.pdf |

Bibtex: | @inproceedings{AlWiMa98, author = {S. Altmeyer and C. O. Wilke and T. Martinetz}, title = {How fast do structures emerge in hypercycle systems?}, editor = {C. O. Wilke and S. Altmeyer and T. Martinetz}, booktitle = {Third German Workshop on Artificial Life}, publisher = {Verlag Harri Deutsch}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlWiMa98.pdf} } |

C.O.
Wilke, and
T.
Martinetz,

**Hierarchical noise in large systems of independent agents**,*Phys. Rev. E*, vol. 58(6), pp. 7101--7108, 1998.File: | WiMa98a.pdf |

Bibtex: | @article{WiMa98a, author = {C.O. Wilke and T. Martinetz}, title = {Hierarchical noise in large systems of independent agents}, journal = {Phys. Rev. E}, volume = {58(6)}, pages = {7101--7108}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiMa98a.pdf} } |

E.
Barth, and
C.
Zetzsche,

**Endstopped operators based on iterated nonlinear center-surround inhibition**, in*Human Vision and Electronic Imaging*, Bernice E Rogowitz and Thrasyvoulos N Pappas, Eds. Bellingham, WA , 1998. pp. 67--78.File: | BaZe98.html |

Bibtex: | @inproceedings{BaZe98, author = {E. Barth and C. Zetzsche}, title = {Endstopped operators based on iterated nonlinear center-surround inhibition}, booktitle = {Human Vision and Electronic Imaging}, editor = {Bernice E Rogowitz and Thrasyvoulos N Pappas}, address = {Bellingham, WA}, series = {Proc. SPIE}, volume = {3299}, pages = {67--78}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZe98.html} } |

Erhardt
Barth,
Christoph
Zetzsche, and
Gerhard
Krieger,

**Curvature Measures in Visual Information Processing**,*Open Systems and Information Dynamics*, vol. 5, pp. 25--39, 1998.File: | BaZeKr98.html |

Bibtex: | @article{BaZeKr98, author = {Erhardt Barth and Christoph Zetzsche and Gerhard Krieger}, journal = {Open Systems and Information Dynamics}, pages = {25--39}, title = {Curvature Measures in Visual Information Processing}, volume = {5}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeKr98.html} } |

C. O.
Wilke, and
T.
Martinetz,

**A coarse-grained model of evolution with variable system size**, in*2nd German Workshop on Artificial Life, Dortmund 1998 = SYS Report, Internal Report of Systems Analysis Research Group, University of Dortmund, Department of Computer Science, Dortmund, Germany*, P. Dittrich and H. Rauhe and W. Banzhaf, Eds. 1998.File: | WiMa98.ps.gz |

Bibtex: | @inproceedings{WiMa98, author = {C. O. Wilke and T. Martinetz}, title = {A coarse-grained model of evolution with variable system size}, editor = {P. Dittrich and H. Rauhe and W. Banzhaf}, booktitle = {2nd German Workshop on Artificial Life, Dortmund 1998 = SYS Report, Internal Report of Systems Analysis Research Group, University of Dortmund, Department of Computer Science, Dortmund, Germany}, year = {1998}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiMa98.ps.gz} } |

### 1997

C. O.
Wilke, and
T.
Martinetz,

**A {S}imple {M}odel of {E}volution with {V}ariable {S}ystem {S}ize**,*Phys. Rev. E*, vol. 56, pp. 7128--7131, 1997.File: | WiMa97.pdf |

Bibtex: | @article{WiMa97, author = {C. O. Wilke and T. Martinetz}, title = {A {S}imple {M}odel of {E}volution with {V}ariable {S}ystem {S}ize}, journal = {Phys. Rev. E}, volume = {56}, pages = {7128--7131}, year = {1997}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WiMa97.pdf} } |

G.
Krieger,
C.
Zetzsche, and
E.
Barth,

**Higher-order statistics of natural images and their exploitation by operators selective to intrinsic dimensionality**, in*1997 IEEE Signal Processing Workshop on Higher-Order statistics*, 1997. pp. 147--151.
C.
Zetzsche,
E.
Barth,
G.
Krieger, and
B.
Wegmann,

**Neural network models and the visual cortex: {T}he missing link between cortical orientation selectivity and the natural environment**,*Neuroscience Letters*, vol. 228, no. 3, pp. 155--158, 1997.File: | ZeBaKrWe97.pdf |

Bibtex: | @article{ZeBaKrWe97, author = {C. Zetzsche and E. Barth and G. Krieger and B. Wegmann}, title = {Neural network models and the visual cortex: {T}he missing link between cortical orientation selectivity and the natural environment}, journal = {Neuroscience Letters}, volume = {228}, number = {3}, pages = {155--158}, year = {1997}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeBaKrWe97.pdf} } |

H. G. Danielmeyer,

**The {D}evelopment of the {I}ndustrial {S}ociety**,*European Review*, vol. 5, no. 4, pp. 371--381, 1997.
T.
Villmann,
R.
Der,
M.
Herrmann, and
T.
Martinetz,

**Topology {P}reservation in {S}elf-{O}rganizing {F}eature {M}aps: {E}xact {D}efinition and {M}easurement**,*IEEE-Transactions on Neural Networks*, vol. 8, no. 2, pp. 256--266, 1997.File: | ViDeHeMa97.pdf |

Bibtex: | @article{ViDeHeMa97, author = {T. Villmann and R. Der and M. Herrmann and T. Martinetz}, title = {Topology {P}reservation in {S}elf-{O}rganizing {F}eature {M}aps: {E}xact {D}efinition and {M}easurement}, journal = {IEEE-Transactions on Neural Networks}, volume = {8}, number = {2}, pages = {256--266}, year = {1997}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDeHeMa97.pdf} } |

H. G. Danielmeyer,

**What industry expects from science**,*European Review*, vol. 5, no. 2, pp. 185--191, 1997.File: | Dani97.pdf |

Bibtex: | @article{Dani97a, author = {H. G. Danielmeyer}, title = {What industry expects from science}, journal = {European Review}, volume = {5}, number = {2}, pages = {185--191}, year = {1997}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Dani97.pdf} } |

### 1996

Jonas
Gomes,
Cicero
Mota,
Romildo José da
Silva, and
Luiz
Velho,

**Image effects using contractive mappings**, in*IX Simp\'osio Brasileiro de Computa\c{c}\~ao Gr\'afica e Processamento de Imagens*, Velho, Luiz and Albuquerque, Arnaldo de and Lotufo, Roberto A., Eds. Sociedade Brasileira de Computa\c{c}\~ao, Oct.1996. pp. 313--320.
Ingo
Rentschler, and
Erhardt
Barth,

**Caos nella testa, ordine nell' immagine**, in*Fra ordine e caos*, M. F. Turno and E. Liotta and F. Orsucci, Eds. Roma: Cosmopoli, 1996. pp. 204--211.
I.
Rentschler,
E.
Barth,
C.
Zetzsche, and
M.
Jüttner,

**Generalization of form in visual pattern classification**,*Spatial Vision, Special Issue on: Perceptual Learning and Adaption in Man and Machine: Part 2*, vol. 10, no. 1, pp. 59--85, 1996.
H. G.
Danielmeyer, and
T.
Martinetz,

**Best practice code of the industrial society - the {F}orum {E}ngelberg model**,*European Review (Academia Europea)*, 1996.
H. G.
Danielmeyer, and
T.
Martinetz,

**Innovation, investment, and sustainable growth**, in*Acta 7. Forum Engelberg*, 1996.Bibtex: | @inproceedings{DaMa96a, author = {H. G. Danielmeyer and T. Martinetz}, title = {Innovation, investment, and sustainable growth}, booktitle = {Acta 7. Forum Engelberg}, year = {1996} } |

T.
Martinetz,
O.
Gramckow,
P.
Protzel, and
G.
Sörgel,

**Neuronale {N}etze zur {S}teuerung von {W}alzstraßen**,*atp - Automatisierungstechnische Praxis*, vol. 10, 1996.File: | MaGrPrSo96.pdf |

Bibtex: | @article{MaGrPrSo96, author = {T. Martinetz and O. Gramckow and P. Protzel and G. S{\"o}rgel}, title = {Neuronale {N}etze zur {S}teuerung von {W}alzstra{\ss}en}, journal = {atp - Automatisierungstechnische Praxis}, volume = {10}, year = {1996}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaGrPrSo96.pdf} } |

I.
Rentschler,
E.
Barth,
C.
Zetzsche, and
M.
Jüttner,

**On the generalization of symmetry relations in visual pattern classification**, in*Human Symmetry Perception and its Computational Analysis*, C. Tyler, Eds. Utrecht: VSP, 1996. pp. 237--264.### 1995

T.
Martinetz,
P.
Protzel, and
O.
Gramckow,

**Walzwerksteuerung mit neuronalen {N}etzen**, in*Neuronale Netze: Anwendungen in der Automatisierungstechnik, Bericht 1184*, Düsseldorf: VDI-Verlag, 1995. pp. 35--42.File: | MaPrGr95.pdf |

Bibtex: | @inproceedings{MaPrGr95, author = {T. Martinetz and P. Protzel and O. Gramckow}, title = {Walzwerksteuerung mit neuronalen {N}etzen}, booktitle = {Neuronale Netze: Anwendungen in der Automatisierungstechnik, Bericht 1184}, pages = {35--42}, publisher = {VDI-Verlag}, address = {D{\"u}sseldorf}, year = {1995}, note = {Auch im Jahrbuch 1997 der VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, pages 333--340, D{\"u}sseldorf 1995. VDI-Verlag}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaPrGr95.pdf} } |

G.
Krieger,
C.
Zetzsche, and
E.
Barth,

**Nonlinear image operators for the detection of local intrinsic dimensionality**, in*Proc. IEEE Workshop Nonlinear Signal and Image Processing*, 1995. pp. 182--185.
T.
Martinetz,
P.
Protzel,
O.
Gramckow, and
G.
Sörgel,

**Neural {N}etwork {C}ontrol for {S}teel {R}olling {M}ills**, in*Neural Networks: Artificial Intelligence and Industrial Applications*, B. Kappen and S. Gielen, Eds. Heidelberg: Springer, 1995. pp. 280--286.File: | MaPrGrSo95.pdf |

Bibtex: | @inproceedings{MaPrGrSo95, author = {T. Martinetz and P. Protzel and O. Gramckow and G. S{\"o}rgel}, title = {Neural {N}etwork {C}ontrol for {S}teel {R}olling {M}ills}, editor = {B. Kappen and S. Gielen}, booktitle = {Neural Networks: Artificial Intelligence and Industrial Applications}, pages = {280--286}, publisher = {Springer}, address = {Heidelberg}, year = {1995}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaPrGrSo95.pdf} } |

T.
Martinetz, and
J.
Hollatz,

**Neuro-{F}uzzy in der {P}rozeßautomatisierung**, in*Neuro-Fuzzy in der industriellen Automatisierung*, K. W. Bonfig, Eds. Renningen: expert-Verlag, 1995. pp. 135--144.File: | MaHo95.pdf |

Bibtex: | @inproceedings{MaHo95, author = {T. Martinetz and J. Hollatz}, title = {Neuro-{F}uzzy in der {P}roze{\ss}automatisierung}, editor = {K. W. Bonfig}, booktitle = {Neuro-Fuzzy in der industriellen Automatisierung}, publisher = {expert-Verlag}, address = {Renningen}, pages = {135--144}, year = {1995}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaHo95.pdf} } |

T. Martinetz,

**Lernverfahren für komplexe {A}ktuatorik/{R}obotik**, in*Neuro-Fuzzy Technologien - Anwendungen*, H. J. Zimmermann, Eds. Düsseldorf: VDI-Verlag, 1995. pp. 89--101.File: | Mart95.pdf |

Bibtex: | @inproceedings{Mart95, author = {T. Martinetz}, title = {Lernverfahren f{\"u}r komplexe {A}ktuatorik/{R}obotik}, editor = {H. J. Zimmermann}, booktitle = {Neuro-Fuzzy Technologien - Anwendungen}, publisher = {VDI-Verlag}, address = {D{\"u}sseldorf}, pages = {89--101}, year = {1995}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart95.pdf} } |

E. Barth,

**Geometrische {A}nalyse und iterative {S}ynthese von {B}ildern.**, .... Düsseldorf: VDI Verlag, 1995.### 1994

T.
Martinetz, and
K.
Schulten,

**Topology Representing Networks**,*Neural Networks*, vol. 7(3), pp. 507--522, 1994.File: | MaSc94.pdf |

Bibtex: | @article{MaSc94, author = {T. Martinetz and K. Schulten}, title = {Topology Representing Networks}, journal = {Neural Networks}, volume = {7(3)}, pages = {507--522}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaSc94.pdf} } |

T.
Villmann,
R.
Der,
M.
Herrmann, and
T.
Martinetz,

**Topology preservation in self-organizing feature maps: general definition and efficient measurement**, in*Lecture Notes in Computer Science*, Heidelberg: Springer, 1994. pp. 159--166.File: | ViDeHeMa94a.pdf |

Bibtex: | @inproceedings{ViDeHeMa94a, author = {T. Villmann and R. Der and M. Herrmann and T. Martinetz}, title = {Topology preservation in self-organizing feature maps: general definition and efficient measurement}, booktitle = {Lecture Notes in Computer Science}, publisher = {Springer}, address = {Heidelberg}, pages = {159--166}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDeHeMa94a.pdf} } |

G.
Deco, and
T.
Martinetz,

**Regularizing stochastic {P}ott neural networks by penalizing mutual information**, in*Proceedings of the International Conference on Artificial Neural Networks (ICANN-94), Sorrent*, M. Marinaro and P. Morasso, Eds. Heidelberg: Springer, 1994. pp. 693--696.File: | DeMa94.pdf |

Bibtex: | @inproceedings{DeMa94, author = {G. Deco and T. Martinetz}, title = {Regularizing stochastic {P}ott neural networks by penalizing mutual information}, editor = {M. Marinaro and P. Morasso}, booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN-94), Sorrent}, publisher = {Springer}, address = {Heidelberg}, pages = {693--696}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DeMa94.pdf} } |

T.
Poppe,
T.
Martinetz, and
K.
Hohendahl,

**Optimierte {S}teuerung eines {E}lektrolichtbogenofens**, in*Neue Techniken der Informationsverarbeitung*, M. Schlang and B. Schürmann and E. Linzenkirchner, Eds. München: Winkler-Verlag, 1994. pp. 19--29.File: | PoMaHo94.pdf |

Bibtex: | @inproceedings{PoMaHo94, author = {T. Poppe and T. Martinetz and K. Hohendahl}, title = {Optimierte {S}teuerung eines {E}lektrolichtbogenofens}, editor = {M. Schlang and B. Sch{\"u}rmann and E. Linzenkirchner}, booktitle = {Neue Techniken der Informationsverarbeitung}, publisher = {Winkler-Verlag}, address = {M{\"u}nchen}, pages = {19--29}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoMaHo94.pdf} } |

C.
Zetzsche,
G.
Krieger,
E.
Barth,
B.
Wegmann, and
G.
Hauske,

**Nichtlineare {O}peratoren und {B}indungen höherer {O}rdnung in der biologischen und technischen {M}usterverarbeitung**, in*Momente höherer Ordnung: Algorithmen und deren Anwendung*, 1994. pp. 75--83.
T.
Martinetz,
P.
Protzel,
O.
Gramckow, and
G.
Sörgel,

**Neural network control for rolling mills**, in*Proceedings of the Second European Congress on Intelligent Techniques and Soft Computing (EUFIT-94), Aachen*, 1994. pp. 147--152.File: | MaPrGrSo94.pdf |

Bibtex: | @inproceedings{MaPrGrSo94, author = {T. Martinetz and P. Protzel and O. Gramckow and G. S{\"o}rgel}, title = {Neural network control for rolling mills}, booktitle = {Proceedings of the Second European Congress on Intelligent Techniques and Soft Computing (EUFIT-94), Aachen}, volume = {I}, pages = {147--152}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaPrGrSo94.pdf} } |

T. Martinetz,

**Neural learning can form structures from computational geometry**, in*Tagungsband des 39. internationalen wissenschaftlichen Kolloquiums, Ilmenau*, 1994. pp. 206--211.File: | Mart94.pdf |

Bibtex: | @inproceedings{Mart94, author = {T. Martinetz}, title = {Neural learning can form structures from computational geometry}, booktitle = {Tagungsband des 39. internationalen wissenschaftlichen Kolloquiums, Ilmenau}, volume = {II}, pages = {206--211}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart94.pdf} } |

E.
Barth,
C.
Zetzsche, and
G.
Krieger,

**Curvature from a non-differential viewpoint: perspectives from visual information processing**, in*Proceedings of the 4th Conference on Theoretical Physics, General Relativity and Gravitation, Bistrita, Romania, May 1994*, 1994. pp. 84--91.File: | BaZeKr94a.html |

Bibtex: | @inproceedings{BaZeKr94, author = {E. Barth and C. Zetzsche and G. Krieger}, title = {Curvature from a non-differential viewpoint: perspectives from visual information processing}, booktitle = {Proceedings of the 4th Conference on Theoretical Physics, General Relativity and Gravitation, Bistrita, Romania, May 1994}, volume = {4--5}, pages = {84--91}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeKr94a.html} } |

T.
Villmann,
R.
Der, and
T.
Martinetz,

**A novel approach to measure the toplogy preservation of feature maps**, in*Proceedings of the International Conference on Artificial Neural Networks (ICANN-94), Sorrent*, M. Marinaro and P. Morasso, Eds. Heidelberg: Springer, 1994. pp. 298--301.File: | ViDeMa94a.pdf |

Bibtex: | @inproceedings{ViDeMa94a, author = {T. Villmann and R. Der and T. Martinetz},title = {A novel approach to measure the toplogy preservation of feature maps}, editor = {M. Marinaro and P. Morasso}, booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN-94), Sorrent}, publisher = {Springer}, address = {Heidelberg}, pages = {298--301}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDeMa94a.pdf} } |

T.
Villmann,
R.
Der, and
T.
Martinetz,

**A new quantitative measure of topology preservation in {K}ohonen's feature maps**, in*Proceedings of the IEEE International Conference on Neural Networks (ICNN-94), Orlando*, 1994. pp. 645--648.File: | ViDeMa94.pdf |

Bibtex: | @inproceedings{ViDeMa94, author = {T. Villmann and R. Der and T. Martinetz}, title = {A new quantitative measure of topology preservation in {K}ohonen's feature maps}, booktitle = {Proceedings of the IEEE International Conference on Neural Networks (ICNN-94), Orlando}, volume = {II}, pages = {645--648}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDeMa94.pdf} } |

T.
Martinetz, and
T.
Poppe,

**A neural network approach to estimating material properties**, in*Proceedings of the World Congress on Neural Networks (WCNN-94), San Diego*, 1994. pp. 541--544.File: | MaPo94.pdf |

Bibtex: | @inproceedings{MaPo94, author = {T. Martinetz and T. Poppe}, title = {A neural network approach to estimating material properties}, booktitle = {Proceedings of the World Congress on Neural Networks (WCNN-94), San Diego}, pages = {541--544}, year = {1994}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaPo94.pdf} } |

### 1993

Erhardt
Barth,
Terry
Caelli, and
Christoph
Zetzsche,

**Image Encoding, Labeling, and Reconstruction from Differential Geometry**,*CVGIP: Graphical Models and Image Processing*, vol. 55, no. 6, pp. 428--446, Nov. 1993. Academic Press.File: | BaCaZe93.pdf |

Bibtex: | @article{BaCaZe93, author = {Erhardt Barth and Terry Caelli and Christoph Zetzsche}, journal = {CVGIP: Graphical Models and Image Processing}, month = {11}, number = {6}, pages = {428--446}, publisher = {Academic Press}, title = {Image Encoding, Labeling, and Reconstruction from Differential Geometry}, volume = {55}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaCaZe93.pdf} } |

Christoph
Zetzsche,
Erhardt
Barth, and
Bernhard
Wegmann,

**The importance of intrinsically two-dimensional image features in biological vision and picture coding**, in*Digital Images and Human Vision*, Andrew B. Watson, Eds. MIT Press, Oct.1993, pp. 109--38.File: | ZeBaWe93a.html |

Bibtex: | @incollection{ZeBaWe93a, author = {Christoph Zetzsche and Erhardt Barth and Bernhard Wegmann}, title = {The importance of intrinsically two-dimensional image features in biological vision and picture coding}, booktitle = {Digital Images and Human Vision}, editor = {Andrew B. Watson}, year = {1993}, month = {10}, pages = {109--38}, publisher = {MIT Press}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/ZeBaWe93a.html} } |

T.
Martinetz,
S.
Berkovich, and
K.
Schulten,

**{\""N}eural-gas{\""} {N}etwork for {V}ector {Q}uantization and its {A}pplication to {T}ime-{S}eries {P}rediction**,*IEEE-Transactions on Neural Networks*, vol. 4, no. 4, pp. 558--569, 1993.File: | MaBeSc93.pdf |

Bibtex: | @article{MaBeSc93, author = {T. Martinetz and S. Berkovich and K. Schulten}, title = {{\""N}eural-gas{\""} {N}etwork for {V}ector {Q}uantization and its {A}pplication to {T}ime-{S}eries {P}rediction}, journal = {IEEE-Transactions on Neural Networks}, volume = {4}, number ={4}, pages = {558--569}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaBeSc93.pdf} } |

T.
Martinetz, and
K.
Schulten,

**A {N}eural {N}etwork with {H}ebbian-like {A}daption {R}ules {L}earning {V}isuomotor {C}oordination of a {PUMA} {R}obot**, in*Proceedings of the IEEE International Conference on Neural Networks (ICNN-93), San Francisco*, 1993. pp. 820--825.File: | MaSc93a.pdf |

Bibtex: | @inproceedings{MaSc93a, author = {T. Martinetz and K. Schulten}, title = {A {N}eural {N}etwork with {H}ebbian-like {A}daption {R}ules {L}earning {V}isuomotor {C}oordination of a {PUMA} {R}obot}, booktitle = {Proceedings of the IEEE International Conference on Neural Networks (ICNN-93), San Francisco}, volume = {II}, pages = {820--825}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaSc93a.pdf} } |

T.
Martinetz, and
K.
Schulten,

**A neural network for robot control: cooperation between neural units as a requirement for learning**,*Computers \& Electrical Engineering*, vol. 19, no. 4, pp. 315--332, 1993.File: | MaSc93.pdf |

Bibtex: | @article{MaSc93, author = {T. Martinetz and K. Schulten}, title = {A neural network for robot control: cooperation between neural units as a requirement for learning}, journal = {Computers \& Electrical Engineering}, volume = {19}, number = {4}, pages = {315--332}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaSc93.pdf} } |

T. Martinetz,

**Competitive hebbian learning rule forms perfectly topology preserving maps**, in*Proceedings of the International Conference on Artificial Neural Networks (ICANN-93), Amsterdam*, S. Gielen and B. Kappen, Eds. Heidelberg: Springer, 1993. pp. 427--434.File: | Mart93.pdf |

Bibtex: | @inproceedings{Mart93, author = {T. Martinetz}, title = {Competitive hebbian learning rule forms perfectly topology preserving maps}, editor = {S. Gielen and B. Kappen}, booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN-93), Amsterdam}, publisher = {Springer}, address = {Heidelberg}, pages = {427--434}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart93.pdf} } |

T.
Poppe, and
T.
Martinetz,

**Estimating material properties for process optimization**, in*Proceedings of the International Conference on Artificial Neural Networks (ICANN-93), Amsterdam*, S. Gielen and B. Kappen, Eds. Heidelberg: Springer, 1993. pp. 795--798.File: | PoMa93.pdf |

Bibtex: | @inproceedings{PoMa93, author = {T. Poppe and T. Martinetz}, title = {Estimating material properties for process optimization}, editor = {S. Gielen and B. Kappen}, booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN-93), Amsterdam}, publisher = {Springer}, address = {Heidelberg}, pages = {795--798}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoMa93.pdf} } |

E.
Barth,
C.
Zetzsche,
M.
Ferraro, and
I.
Rentschler,

**Fractal properties from {2D}-curvature on multiple scales**, in*Geometric Methods in Computer Vision II, SPIE*, B. Vemuri, Eds. 1993. pp. 87--99.File: | BaZeFeRe93.html |

Bibtex: | @inproceedings{BaZeFeRe93, author = {E. Barth and C. Zetzsche and M. Ferraro and I. Rentschler}, title = {Fractal properties from {2D}-curvature on multiple scales}, booktitle = {Geometric Methods in Computer Vision II, SPIE}, editor = {B. Vemuri}, volume = {2031}, pages = {87--99}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaZeFeRe93.html} } |

T. Martinetz,

**Neuronale {K}arten in der {R}obotik: {L}ernen visuell geführter {G}reifbewegungen**, in*Konferenzband des 3. Anwendersymposiums zu Neuro-Fuzzy Technologien, Bochum*, 1993.File: | Mart93b.pdf |

Bibtex: | @inproceedings{Mart93b, author = {T. Martinetz}, title = {Neuronale {K}arten in der {R}obotik: {L}ernen visuell gef{\"u}hrter {G}reifbewegungen}, booktitle = {Konferenzband des 3. Anwendersymposiums zu Neuro-Fuzzy Technologien, Bochum}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mart93b.pdf} } |

C.
Zetzsche,
B.
Wegmann, and
E.
Barth,

**Nonlinear {A}spects of {P}rimary {V}ision: {E}ntropy {R}eduction {B}eyond {D}ecorrelation**, in*SID 93 DIGEST*, 1993. pp. 933--936.File: | ZeWeBa93.pdf |

Bibtex: | @inproceedings{ZeWeBa93, author = {C. Zetzsche and B. Wegmann and E. Barth}, title = {Nonlinear {A}spects of {P}rimary {V}ision: {E}ntropy {R}eduction {B}eyond {D}ecorrelation}, booktitle = {SID 93 DIGEST}, pages = {933--936}, year = {1993}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeWeBa93.pdf} } |

### 1992

T. Martinetz,

**Selbstorganisierende neuronal {N}etzwerkmodelle zur {B}ewegungssteuerung**, 1992.
J.
Schuchhardt,
J. {C}.
Claussen,
N.
Lüthje,
L.
Molgedey,
G.
Radons, and
H. G.
Schuster,

**Neural {N}etworks for the {C}lassification of {S}ound {P}atterns**, in*Applications of Neural Networks (ed. H.G. Schuster)*, VCH Wiley, 1992, pp. 192--202.
H.
Ritter,
T.
Martinetz, and
K.
Schulten,

**Neural {C}omputation and {S}elf-{O}rganizing {M}aps: {A}n {I}ntroduction.**, .... Massachusetts: Addison-Wesley, 1992.File: | RiMaSc92.pdf |

Bibtex: | @book{ RiMaSc92, author = {H. Ritter and T. Martinetz and K. Schulten}, title = {Neural {C}omputation and {S}elf-{O}rganizing {M}aps: {A}n {I}ntroduction}, publisher = {Addison-Wesley}, address = {Massachusetts}, year = {1992}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/RiMaSc92.pdf} } |

### 1991

T.
Martinetz, and
K.
Schulten,

**A {\""}{N}eural-{G}as{\""} {N}etwork {L}earns {T}opologies**,*Artificial Neural Networks*, vol. I, pp. 397--402, 1991.File: | MaSc91.pdf |

Bibtex: | @article{ MaSc91, author = {T. Martinetz and K. Schulten}, title = {A {\""}{N}eural-{G}as{\""} {N}etwork {L}earns {T}opologies}, journal = {Artificial Neural Networks}, volume = {I}, pages = {397--402}, year = {1991}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaSc91.pdf} } |

T.
Caelli,
M.
Ferraro, and
E.
Barth,

**Aspects of invariant pattern and object recognition**, in*Neural Networks for Perception. Vol. 1: Human and Machine Perception*, H. Wechsler, Eds. San Diego: Academic Press, 1991. pp. 234--247.
Christoph
Zetzsche, and
Erhardt
Barth,

**Direct detection of flow discontinuities by 3{D} curvature operators**,*Pattern Recognition Letters*, vol. 12, pp. 771--779, 1991.
E.
Barth,
T.
Caelli, and
C.
Zetzsche,

**Efficient visual representation and reconstruction from generalised curvature measures**, in*Geometric Methods in Computer Vision, SPIE*, B. Vemuri, Eds. 1991. pp. 86--95.File: | BaCaZe91.html |

Bibtex: | @inproceedings{BaCaZe91, author = {E. Barth and T. Caelli and C. Zetzsche}, title = {Efficient visual representation and reconstruction from generalised curvature measures}, editor = {B. Vemuri}, booktitle = {Geometric Methods in Computer Vision, SPIE}, volume = {1570}, pages = {86--95}, year = {1991}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/htmls/BaCaZe91.html} } |

J.
Walter,
T.
Martinetz, and
K.
Schulten,

**Industrial {R}obot learns {V}isuo-motor {C}oordination by {M}eans of {\""}{N}eural-{G}as{\""} {N}etwork**, in*Artificial Neural Networks*, T. Kohonen et al., Eds. Amsterdam , 1991. pp. 357--364.File: | WaMaSc91.pdf |

Bibtex: | @inproceedings{WaMaSc91, author = {J. Walter and T. Martinetz and K. Schulten}, title = {Industrial {R}obot learns {V}isuo-motor {C}oordination by {M}eans of {\""}{N}eural-{G}as{\""} {N}etwork}, editor = {T. Kohonen et al.}, booktitle = {Artificial Neural Networks}, volume = {I}, pages = {357--364}, address = {Amsterdam}, year = {1991}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WaMaSc91.pdf} } |

H.
Ritter,
T.
Martinetz, and
K.
Schulten,

**Neuronale {N}etze - eine {E}inführung in die {N}euroinformatik selbstorganisierender {N}etzwerke.**, .... 2 Bonn: Addison-Wesley, 1991.File: | RiMaSc90.pdf |

Bibtex: | @book{RiMaSc91, author = {H. Ritter and T. Martinetz and K. Schulten}, title = {Neuronale {N}etze - eine {E}inf{\"u}hrung in die {N}euroinformatik selbstorganisierender {N}etzwerke}, publisher = {Addison-Wesley}, address = {Bonn}, edition = {2}, year = {1991} } |

Christoph
Zetzsche,
Erhardt
Barth, and
Joachim
Berkmann,

**Spatio-temporal curvature measures for flow-field analysis**,*SPIE Geometric Methods in Computer Vision*, vol. 1570, pp. 337--350, 1991.
S.
Berkovich,
P.
Dalger,
T.
Hesselroth,
T.
Martinetz,
B.
No{\"e}l,
J.
Walter, and
K.
Schulten,

**Vector quantization algorithm for time-series prediction and visuo-motor control of robots**, in*Verteilte Künstliche Intelligenz und Kooperatives Arbeiten*, H. W. Brauer, Eds. Heidelberg , 1991. pp. 443--447.### 1990

Christoph
Zetzsche, and
Erhardt
Barth,

**Fundamental limits of linear filters in the visual processing of two-dimensional signals**,*Vision Research*, vol. 30, pp. 1111--1117, 1990.File: | ZeBa90a.pdf |

Bibtex: | @article{ZeBa90a, author = {Christoph Zetzsche and Erhardt Barth}, title = {Fundamental limits of linear filters in the visual processing of two-dimensional signals}, journal = {Vision Research}, volume = {30}, pages = {1111--1117}, year = {1990}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZeBa90a.pdf} } |

T.
Martinetz, and
K.
Schulten,

**Hierarchical {N}eural {N}et for {L}earning {C}ontrol of a {R}obot's {A}rm and {G}ripper**, in*Proceedings of the International Joint Conference on Neural Networks (IJCNN-90), San Diego 1990*, 1990. pp. 747--752.File: | MaSc90.pdf |

Bibtex: | @inproceedings{MaSc90, author = {T. Martinetz and K. Schulten}, title = {Hierarchical {N}eural {N}et for {L}earning {C}ontrol of a {R}obot's {A}rm and {G}ripper}, booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN-90), San Diego 1990}, volume = {II}, pages = {747--752}, year = {1990}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaSc90.pdf} } |

Christoph
Zetzsche, and
Erhardt
Barth,

**Image surface predicates and the neural encoding of two-dimensional signal variation**, in*Human Vision and Electronic Imaging: Models, Methods, and Applications*, Bernice E. Rogowitz, Eds. 1990. pp. 160--177.
T.
Martinetz,
H.
Ritter, and
K.
Schulten,

**Learning of {V}isuomotor-{C}oordination of a {R}obot {A}rm with {R}edundant {D}egrees of {F}reedom**, in*Proceedings of the International Conference on Parallel Processing in Neural Sytems and Computers (ICNC-90), Düsseldorf 1990*, R. Eckmiller and G. Hartmann and G. Hauske, Eds. Amsterdam , 1990. pp. 431--434.File: | MaRiSc90.pdf |

Bibtex: | @inproceedings{MaRiSc90, author = {T. Martinetz and H. Ritter and K. Schulten}, title = {Learning of {V}isuomotor-{C}oordination of a {R}obot {A}rm with {R}edundant {D}egrees of {F}reedom}, editor = {R. Eckmiller and G. Hartmann and G. Hauske}, booktitle = {Proceedings of the International Conference on Parallel Processing in Neural Sytems and Computers (ICNC-90), D{\"u}sseldorf 1990}, pages = {431--434}, address = {Amsterdam}, year = {1990}, note = { And in: Proceedings of the Third International Symposium on Robotics and Manufacturing, Vancouver 1990 (ISRAM-90), pages 521-526, 1990}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaRiSc90.pdf} } |

T.
Martinetz,
H.
Ritter, and
K.
Schulten,

**Three-{D}imensional {N}eural {N}et for {L}earning {V}isuomotor {C}oordination of a {R}obot {A}rm**,*IEEE-Transactions on Neural Networks*, vol. 1, no. 1, pp. 131--136, 1990.File: | MaRiSc90a.pdf |

Bibtex: | @article{MaRiSc90a, author = {T. Martinetz and H. Ritter and K. Schulten}, title = {Three-{D}imensional {N}eural {N}et for {L}earning {V}isuomotor {C}oordination of a {R}obot {A}rm}, journal = {IEEE-Transactions on Neural Networks}, volume = {1}, number = {1}, pages = {131--136}, year = {1990}, url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaRiSc90a.pdf} } |