Christian Klaes

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 6

Top Topics

Online Algorithms

Human Machine Interfaces

Top Venues

Comput. Biol. Medicine

Publications

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 (2024)
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 (2023)
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 (2022)
Ali Marjaninejad, Christian Klaes, Francisco J. Valero Cuevas
Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting. EMBC (2021)
Muhammad Ayaz Hussain, Muhammad Saif-ur-Rehman, Christian Klaes, Ioannis Iossifidis
Comparison of Anomaly Detection between Statistical Method and Undercomplete Autoencoder. ICBDC (2020)
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 (2020)
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)
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)
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) (2004)