Lars Hertel, M.Sc.

Raum 1.016

Institut für Neuro- und Bioinformatik
Ratzeburger Allee 160 (Geb. 64)
23562 Lübeck

Email:
Phone:
+49 451 3101 5508
Fax:
+49 451 3101 5504

Publikationen

2021

  • Muhammad Mushtaq and Rizwan ul Haq and Waqas Anwar and Lisa Marshall and Maxim Bazhenov and Kashif Zia and Hina Alam and Lars Hertel and Abdul Aleem Awan and Thomas Martinetz: A computational study of suppression of sharp wave ripple complexes by controlling calcium and gap junctions in pyramidal cells. Bioengineered, no. 12, issue 1, pp. 2603-2615, 2021
    BibTeX Link
    @article {MuHaAnetal21,
    author = {Muhammad Mushtaq and Rizwan ul Haq and Waqas Anwar and Lisa Marshall and Maxim Bazhenov and Kashif Zia and Hina Alam and Lars Hertel and Abdul Aleem Awan and Thomas Martinetz},
    title = {A computational study of suppression of sharp wave ripple complexes by controlling calcium and gap junctions in pyramidal cells},
    journal = {Bioengineered},
    volume = {12, issue 1},
    pages = {2603--2615},
    year = {2021},
    doi = {10.1080/21655979.2021.1936894},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/MuHaAnetal21.pdf},
    }
    
    

2017

  • Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw Mazur and Alfred Mertins: Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks. IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP), no. 25, pp. 1278-1290, 06, 2017
    BibTeX Link
    @article{PhHeMaKoMaMe17,
    author = {Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw Mazur and Alfred Mertins},
    title = {{I}mproved {A}udio {S}cene {C}lassification {B}ased on {L}abel-{T}ree {E}mbeddings and {C}onvolutional {N}eural {N}etworks},
    journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
    volume = {25},
    number = {6},
    pages = {1278-1290},
    month = {06},
    year = {2017},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaKoMaMe17.pdf},
    }
    
    
  • Huy Phan and Philipp Koch and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: CNN-LTE: A Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Classification. in Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, 03, 2017
    BibTeX Link
    @inproceedings{PhKoHeMaMaMe17,
    author = {Huy Phan and Philipp Koch and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
    title = {{CNN}-{LTE}: {A} {C}lass of 1-{X} {P}ooling {C}onvolutional {N}eural {N}etworks on {L}abel {T}ree {E}mbeddings for {A}udio {S}cene {C}lassification},
    booktitle = {Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
    address = {New Orleans},
    month = {03},
    year = {2017},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhKoHeMaMaMe17.pdf},
    }
    
    

2016

  • Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. in Proc. 17th Ann. Conf. Int. Speech Communication Association (INTERSPEECH), San Francisco, 09, 2016
    BibTeX Link
    @inproceedings{PhHeMaMe16,
    author = {Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins},
    title = {Robust {A}udio {E}vent {R}ecognition with 1-{M}ax {P}ooling {C}onvolutional {N}eural {N}etworks},
    booktitle = {Proc. 17th Ann. Conf. Int. Speech Communication Association (INTERSPEECH)},
    address = {San Francisco},
    month = {09},
    year = {2016},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaMe16.pdf},
    }
    
    
  • Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns. IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP), no. 24, pp. 807-822, 04, 2016
    BibTeX Link
    @article{PhHeMaMaMe16,
    author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
    title = {Learning {R}epresentations for {N}onspeech {A}udio {E}vents through {T}heir {S}imilarities to {S}peech {P}atterns},
    journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
    volume = {24},
    number = {4},
    pages = {807--822},
    month = {04},
    year = {2016},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaMaMe16.pdf},
    }
    
    
  • Lars Hertel and Huy Phan and Alfred Mertins: Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning. in Proc. 2016 IEEE International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2016
    BibTeX Link
    @inproceedings{HePhMe16,
    author = {Lars Hertel and Huy Phan and Alfred Mertins},
    title = {Comparing {T}ime and {F}requency {D}omain for {A}udio {E}vent {R}ecognition {U}sing {D}eep {L}earning},
    booktitle = {Proc. 2016 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
    address = {Vancouver, Canada},
    owner = {Hertel},
    year = {2016},
    timestamp = {2017.10.09},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/HePhMe16.pdf},
    }
    
    

2015

  • Lars Hertel and Erhardt Barth and Thomas Käster and Thomas Martinetz: Deep Convolutional Neural Networks as Generic Feature Extractors. in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 2015
    BibTeX Link
    @inproceedings{HeBaKaMa15,
    author = {Lars Hertel and Erhardt Barth and Thomas K{\"a}ster and Thomas Martinetz},
    title = {Deep {C}onvolutional {N}eural {N}etworks as {G}eneric {F}eature {E}xtractors},
    booktitle = {Proc. 2015 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
    address = {Killarney, Ireland},
    owner = {Hertel},
    year = {2015},
    timestamp = {2015.05.13},
    url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/HeBaKaMa15.pdf},
    }