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)

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 (BCI, 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 (SMC, 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 (SMC, 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 (SMC, 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)

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)

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)

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; et al. (NeuroImage, 2018)

Machine learning approaches for detection of robot errors in human brain signals - Joos Behncke (2020)