Christian Klaes

According to our database, Christian Klaes authored at least 10 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data.

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

Comput. Biol. Medicine, January, 2024

Human in the collaborative loop: a strategy for integrating human activity recognition and non-invasive brain-machine interfaces to control collaborative robots.

Artur Pilacinski, Lukas Christ, Marius Boshoff, Ioannis Iossifidis, Patrick Adler, Michael Miro, Bernd Kuhlenkötter, Christian Klaes

Frontiers Neurorobotics, 2024

2023

Adaptive SpikeDeep-Classifier: Self-organizing and self-supervised machine learning algorithm for online spike sorting.

Muhammad Saif-ur-Rehman, Omair Ali, Christian Klaes, Ioannis Iossifidis

CoRR, 2023

2022

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces.

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

CoRR, 2022

2021

Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting.

Ali Marjaninejad, Christian Klaes, Francisco J. Valero Cuevas

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Improving the performance of EEG decoding using anchored-STFT in conjunction with gradient norm adversarial augmentation.

Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

CoRR, 2020

Comparison of Anomaly Detection between Statistical Method and Undercomplete Autoencoder.

Muhammad Ayaz Hussain, Muhammad Saif-ur-Rehman, Christian Klaes, Ioannis Iossifidis

Proceedings of the ICBDC 2020: 5th International Conference on Big Data and Computing, 2020

2014

A collaborative BCI approach to autonomous control of a prosthetic limb system.

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

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2012

Sensorimotor Learning Biases Choice Behavior: A Learning Neural Field Model for Decision Making.

Christian Klaes, Sebastian Schneegans, Gregor Schöner, Alexander Gail

PLoS Comput. Biol., 2012

2004

Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience.

Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer

Genet. Program. Evolvable Mach., 2004