Joos Behncke

According to our database, Joos Behncke authored at least 10 papers between 2017 and 2020.

Collaborative distances:

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

2020

Machine learning approaches for detection of robot errors in human brain signals

Joos Behncke

PhD thesis, 2020

2018

The dynamics of error processing in the human brain as reflected by high-gamma activity in noninvasive and intracranial EEG.

Martin Völker, Lukas Dominique Josef Fiederer, Sofie Berberich, Jirí Hammer, Joos Behncke, Pavel Krsek, Martin Tomásek, Petr Marusic, Peter C. Reinacher, Volker A. Coenen, Moritz Helias, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball

NeuroImage, 2018

The role of robot design in decoding error-related information from EEG signals of a human observer.

Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball

CoRR, 2018

Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding.

Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball

CoRR, 2018

A framework for large-scale evaluation of deep learning for EEG.

Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball

CoRR, 2018

Intracranial Error Detection via Deep Learning.

Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Large-Scale Evaluation Framework for EEG Deep Learning Architectures.

Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding.

Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Jirí Hammer, Petr Marusic, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks.

Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

Brain Responses During Robot-Error Observation.

Dominik Welke, Joos Behncke, Marina Hader, Robin Tibor Schirrmeister, Andreas Schönau, Boris Eßmann, Oliver Müller, Wolfram Burgard, Tonio Ball

CoRR, 2017