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Acting Thoughts: Towards a Mobile Robotic Service Assistant for Users with Limited Communication Skills


Jun 12, 2018
Felix Burget, Lukas Dominique Josef Fiederer, Daniel Kuhner, Martin Völker, Johannes Aldinger, Robin Tibor Schirrmeister, Chau Do, Joschka Boedecker, Bernhard Nebel, Tonio Ball, Wolfram Burgard

* 2017 European Conference on Mobile Robots (ECMR) 
* * FB, LDJF, DK, MV and JA contributed equally to the work. Accepted as a conference paper at the European Conference on Mobile Robotics 2017 (ECMR 2017), 6 pages, 3 figures 

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Deep learning with convolutional neural networks for EEG decoding and visualization


Jun 08, 2018
Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas Dominique Josef Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball

* A revised manuscript (with the new title) has been accepted at Human Brain Mapping, see http://onlinelibrary.wiley.com/doi/10.1002/hbm.23730/full 

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EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals


Jun 05, 2018
Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball

* 6 pages, 6 figures 

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Deep learning with convolutional neural networks for decoding and visualization of EEG pathology


Jan 11, 2018
Robin Tibor Schirrmeister, Lukas Gemein, Katharina Eggensperger, Frank Hutter, Tonio Ball

* Published at IEEE SPMB 2017 https://www.ieeespmb.org/2017/ 

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Deep Transfer Learning for Error Decoding from Non-Invasive EEG


Jan 10, 2018
Martin Völker, Robin T. Schirrmeister, Lukas D. J. Fiederer, Wolfram Burgard, Tonio Ball

* 6 pages, 9 figures, The 6th International Winter Conference on Brain-Computer Interface 2018 

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Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding


Dec 15, 2017
Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball

* 6 pages, 7 figures, The 6th International Winter Conference on Brain-Computer Interface 

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


Nov 16, 2017
Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball


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Brain Responses During Robot-Error Observation


Aug 16, 2017
Dominik Welke, Joos Behncke, Marina Hader, Robin Tibor Schirrmeister, Andreas Schönau, Boris Eßmann, Oliver Müller, Wolfram Burgard, Tonio Ball


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Causal and anti-causal learning in pattern recognition for neuroimaging


Dec 15, 2015
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup

* Pattern Recognition in Neuroimaging, 2014 International Workshop on, 1-4, 2014 
* accepted manuscript 

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Decoding index finger position from EEG using random forests


Dec 14, 2015
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup

* Cognitive Information Processing (CIP), 2014 4th International Workshop on, 1-6, 2014 
* accepted manuscript 

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