Christian Klaes

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive SpikeDeep-classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting.
Neurocomputing
Muhammad Saif-ur-Rehman, Omair Ali, Christian Klaes, Ioannis Iossifidis
2025 J jnl
Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces.
CoRR
Aline Xavier Fidêncio, Felix Grün, Christian Klaes, Ioannis Iossifidis
2024 J jnl
ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data.
Comput. Biol. Medicine
Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes
2024 J jnl
Human in the collaborative loop: a strategy for integrating human activity recognition and non-invasive brain-machine interfaces to control collaborative robots.
Frontiers Neurorobotics
Artur Pilacinski, Lukas Christ, Marius Boshoff, Ioannis Iossifidis, Patrick Adler, Michael Miro, Bernd Kuhlenkötter, Christian Klaes
2023 J jnl
Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting.
CoRR
Muhammad Saif-ur-Rehman, Omair Ali, Christian Klaes, Ioannis Iossifidis
2022 J jnl
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces.
CoRR
Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes
2021 — conf
Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting.
EMBC
Ali Marjaninejad, Christian Klaes, Francisco J. Valero Cuevas
2020 — conf
Comparison of Anomaly Detection between Statistical Method and Undercomplete Autoencoder.
ICBDC
Muhammad Ayaz Hussain, Muhammad Saif-ur-Rehman, Christian Klaes, Ioannis Iossifidis
2020 J jnl
Improving the performance of EEG decoding using anchored-STFT in conjunction with gradient norm adversarial augmentation.
CoRR
Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes
2012 J jnl
Sensorimotor Learning Biases Choice Behavior: A Learning Neural Field Model for Decision Making.
PLoS Comput. Biol.
Christian Klaes, Sebastian Schneegans, Gregor Schöner, Alexander Gail
2004 J jnl
Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience.
Genet. Program. Evolvable Mach.
Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer