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
  

  @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
  

  @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
  

  @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
  

  @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
  

  @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
  

  @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
  

  @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},
  }