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2020 – today
- 2024
[j3]Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis
, Christian Klaes:
ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data. Comput. Biol. Medicine 168: 107649 (2024)- 2023
- [i3]Muhammad Saif-ur-Rehman, Omair Ali, Christian Klaes, Ioannis Iossifidis:
Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting. CoRR abs/2304.01355 (2023) - 2022
- [i2]Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes:
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces. CoRR abs/2206.10677 (2022) - 2021
- [c3]Ali Marjaninejad, Christian Klaes, Francisco J. Valero Cuevas:
Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting. EMBC 2021: 5850-5855 - 2020
- [c2]Muhammad Ayaz Hussain, Muhammad Saif-ur-Rehman, Christian Klaes, Ioannis Iossifidis:
Comparison of Anomaly Detection between Statistical Method and Undercomplete Autoencoder. ICBDC 2020: 32-38 - [i1]Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes:
Improving the performance of EEG decoding using anchored-STFT in conjunction with gradient norm adversarial augmentation. CoRR abs/2011.14694 (2020)
2010 – 2019
- 2014
- [c1]Kapil D. Katyal, Matthew S. Johannes, Spencer S. Kellis, Tyson Aflalo, Christian Klaes, Timothy G. McGee, Matthew P. Para, Ying Shi, Brian C. Lee, Kelsie Pejsa, Charles Liu, Brock A. Wester, Francesco Tenore, James D. Beaty, Alan D. Ravitz, Richard A. Andersen, Michael P. McLoughlin:
A collaborative BCI approach to autonomous control of a prosthetic limb system. SMC 2014: 1479-1482 - 2012
- [j2]Christian Klaes, Sebastian Schneegans, Gregor Schöner, Alexander Gail:
Sensorimotor Learning Biases Choice Behavior: A Learning Neural Field Model for Decision Making. PLoS Comput. Biol. 8(11) (2012)
2000 – 2009
- 2004
- [j1]Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer:
Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience. Genet. Program. Evolvable Mach. 5(2): 215-227 (2004)
Coauthor Index
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