BibTeX records: Christian Klaes

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@article{DBLP:journals/cbm/AliSGIK24,
  author       = {Omair Ali and
                  Muhammad Saif{-}ur{-}Rehman and
                  Tobias Glasmachers and
                  Ioannis Iossifidis and
                  Christian Klaes},
  title        = {ConTraNet: {A} hybrid network for improving the classification of
                  {EEG} and {EMG} signals with limited training data},
  journal      = {Comput. Biol. Medicine},
  volume       = {168},
  pages        = {107649},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.compbiomed.2023.107649},
  doi          = {10.1016/J.COMPBIOMED.2023.107649},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cbm/AliSGIK24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2304-01355,
  author       = {Muhammad Saif{-}ur{-}Rehman and
                  Omair Ali and
                  Christian Klaes and
                  Ioannis Iossifidis},
  title        = {Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised
                  machine learning algorithm for online spike sorting},
  journal      = {CoRR},
  volume       = {abs/2304.01355},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.01355},
  doi          = {10.48550/ARXIV.2304.01355},
  eprinttype    = {arXiv},
  eprint       = {2304.01355},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-01355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2206-10677,
  author       = {Omair Ali and
                  Muhammad Saif{-}ur{-}Rehman and
                  Tobias Glasmachers and
                  Ioannis Iossifidis and
                  Christian Klaes},
  title        = {ConTraNet: {A} single end-to-end hybrid network for EEG-based and
                  EMG-based human machine interfaces},
  journal      = {CoRR},
  volume       = {abs/2206.10677},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.10677},
  doi          = {10.48550/ARXIV.2206.10677},
  eprinttype    = {arXiv},
  eprint       = {2206.10677},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-10677.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/embc/MarjaninejadKC21,
  author       = {Ali Marjaninejad and
                  Christian Klaes and
                  Francisco J. Valero Cuevas},
  title        = {Data-efficient Causal Decoding of Spiking Neural Activity using Weighted
                  Voting},
  booktitle    = {43rd Annual International Conference of the {IEEE} Engineering in
                  Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
                  2021},
  pages        = {5850--5855},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/EMBC46164.2021.9631022},
  doi          = {10.1109/EMBC46164.2021.9631022},
  timestamp    = {Wed, 22 Dec 2021 13:55:55 +0100},
  biburl       = {https://dblp.org/rec/conf/embc/MarjaninejadKC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icbdc/HussainSKI20,
  author       = {Muhammad Ayaz Hussain and
                  Muhammad Saif{-}ur{-}Rehman and
                  Christian Klaes and
                  Ioannis Iossifidis},
  title        = {Comparison of Anomaly Detection between Statistical Method and Undercomplete
                  Autoencoder},
  booktitle    = {{ICBDC} 2020: 5th International Conference on Big Data and Computing,
                  Chengdu, China, May, 2020},
  pages        = {32--38},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3404687.3404689},
  doi          = {10.1145/3404687.3404689},
  timestamp    = {Tue, 02 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icbdc/HussainSKI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2011-14694,
  author       = {Omair Ali and
                  Muhammad Saif{-}ur{-}Rehman and
                  Susanne Dyck and
                  Tobias Glasmachers and
                  Ioannis Iossifidis and
                  Christian Klaes},
  title        = {Improving the performance of {EEG} decoding using anchored-STFT in
                  conjunction with gradient norm adversarial augmentation},
  journal      = {CoRR},
  volume       = {abs/2011.14694},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.14694},
  eprinttype    = {arXiv},
  eprint       = {2011.14694},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-14694.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/smc/KatyalJKAKMPSLPLWTBRAM14,
  author       = {Kapil D. Katyal and
                  Matthew S. Johannes and
                  Spencer S. Kellis and
                  Tyson Aflalo and
                  Christian Klaes and
                  Timothy G. McGee and
                  Matthew P. Para and
                  Ying Shi and
                  Brian C. Lee and
                  Kelsie Pejsa and
                  Charles Liu and
                  Brock A. Wester and
                  Francesco Tenore and
                  James D. Beaty and
                  Alan D. Ravitz and
                  Richard A. Andersen and
                  Michael P. McLoughlin},
  title        = {A collaborative {BCI} approach to autonomous control of a prosthetic
                  limb system},
  booktitle    = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  {SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
  pages        = {1479--1482},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SMC.2014.6974124},
  doi          = {10.1109/SMC.2014.6974124},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/KatyalJKAKMPSLPLWTBRAM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ploscb/KlaesSSG12,
  author       = {Christian Klaes and
                  Sebastian Schneegans and
                  Gregor Sch{\"{o}}ner and
                  Alexander Gail},
  title        = {Sensorimotor Learning Biases Choice Behavior: {A} Learning Neural
                  Field Model for Decision Making},
  journal      = {PLoS Comput. Biol.},
  volume       = {8},
  number       = {11},
  year         = {2012},
  url          = {https://doi.org/10.1371/journal.pcbi.1002774},
  doi          = {10.1371/JOURNAL.PCBI.1002774},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/KlaesSSG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/gpem/SchneiderIKDW04,
  author       = {Stefan Schneider and
                  Christian Igel and
                  Christian Klaes and
                  Hubert R. Dinse and
                  Jan C. Wiemer},
  title        = {Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational
                  Neuroscience},
  journal      = {Genet. Program. Evolvable Mach.},
  volume       = {5},
  number       = {2},
  pages        = {215--227},
  year         = {2004},
  url          = {https://doi.org/10.1023/B:GENP.0000023689.70987.6a},
  doi          = {10.1023/B:GENP.0000023689.70987.6A},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/gpem/SchneiderIKDW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}