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Robin Tibor Schirrmeister
Robin Tibor Schirrmeister
PhD Candidate, Neuromedical AI Lab and Machine Learning Lab, University Freiburg
Verified email at uniklinik-freiburg.de - Homepage
Title
Cited by
Cited by
Year
Deep learning with convolutional neural networks for EEG decoding and visualization
RT Schirrmeister, JT Springenberg, LDJ Fiederer, M Glasstetter, ...
Human brain mapping 38 (11), 5391-5420, 2017
26022017
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
KG Hartmann, RT Schirrmeister, T Ball
arXiv preprint arXiv:1806.01875, 2018
2972018
Machine-learning-based diagnostics of EEG pathology
LAW Gemein, RT Schirrmeister, P Chrabąszcz, D Wilson, J Boedecker, ...
NeuroImage 220, 117021, 2020
1882020
Understanding anomaly detection with deep invertible networks through hierarchies of distributions and features
R Schirrmeister, Y Zhou, T Ball, D Zhang
Advances in Neural Information Processing Systems 33, 21038-21049, 2020
872020
Deep transfer learning for error decoding from non-invasive EEG
M Völker, RT Schirrmeister, LDJ Fiederer, W Burgard, T Ball
2018 6th International Conference on Brain-Computer Interface (BCI), 1-6, 2018
652018
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding
KG Hartmann, RT Schirrmeister, T Ball
2018 6th International Conference on Brain-Computer Interface (BCI), 1-6, 2018
472018
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks
J Behncke, RT Schirrmeister, W Burgard, T Ball
2018 6th international conference on brain-computer interface (BCI), 1-6, 2018
462018
A service assistant combining autonomous robotics, flexible goal formulation, and deep-learning-based brain–computer interfacing
D Kuhner, LDJ Fiederer, J Aldinger, F Burget, M Völker, RT Schirrmeister, ...
Robotics and Autonomous Systems 116, 98-113, 2019
452019
Neurolinguistic and machine-learning perspectives on direct speech BCIs for restoration of naturalistic communication
O Iljina, J Derix, RT Schirrmeister, A Schulze-Bonhage, P Auer, A Aertsen, ...
Brain-Computer Interfaces 4 (3), 186-199, 2017
352017
Acting thoughts: Towards a mobile robotic service assistant for users with limited communication skills
F Burget, LDJ Fiederer, D Kuhner, M Völker, J Aldinger, RT Schirrmeister, ...
2017 European Conference on Mobile Robots (ECMR), 1-6, 2017
302017
Automatic extrapolation of missing road network data in OpenStreetMap
S Funke, R Schirrmeister, S Storandt
Proceedings of the 2nd International Conference on Mining Urban Data-Volume …, 2015
262015
A large-scale evaluation framework for EEG deep learning architectures
FA Heilmeyer, RT Schirrmeister, LDJ Fiederer, M Volker, J Behncke, ...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
222018
Deep learning with convolutional neural networks for decoding and visualization of eeg pathology
RT Schirrmeister, L Gemein, K Eggensperger, F Hutter, T Ball
arXiv e-prints, arXiv-1708, 2017
162017
On the importance of hyperparameters and data augmentation for self-supervised learning
D Wagner, F Ferreira, D Stoll, RT Schirrmeister, S Müller, F Hutter
arXiv preprint arXiv:2207.07875, 2022
152022
Intracranial error detection via deep learning
M Volker, J Hammer, RT Schirrmeister, J Behncke, LDJ Fiederer, ...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
142018
Deep learning based BCI control of a robotic service assistant using intelligent goal formulation
D Kuhner, LDJ Fiederer, J Aldinger, F Burget, M Völker, RT Schirrmeister, ...
bioRxiv, 282848, 2018
132018
Compass-based navigation in street networks
S Funke, R Schirrmeister, S Skilevic, S Storandt
Web and Wireless Geographical Information Systems: 14th International …, 2015
122015
Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding
J Behncke, RT Schirrmeister, M Volker, J Hammer, P Marusic, ...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
112018
Brain responses during robot-error observation
D Welke, J Behncke, M Hader, RT Schirrmeister, A Schönau, B Eßmann, ...
arXiv preprint arXiv:1708.01465, 2017
102017
Training Generative Reversible Networks
RT Schirrmeister, P Chrabąszcz, F Hutter, T Ball
arXiv preprint arXiv:1806.01610, 2018
92018
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