My primary research focuses on combining stroke rehabilitation, robot-assisted physical therapy and decoding of movement intent using a BCI. The goal of this project is to understand the neural correlates of good stroke rehabiliation.
Please refer to http://www.brain-computer-interfaces.net/ for more details.
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Mastakouri, A., Weichwald, S., Ozdenizci, O., Meyer, T., Schölkopf, B., Grosse-Wentrup, M.
Personalized Brain-Computer Interface Models for Motor Rehabilitation
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages: 3024-3029, October 2017 (conference)
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Küffner, R., Zach, N., Norel, R., Hawe, J., Schoenfeld, D., Wang, L., Li, G., Fang, L., Mackey, L., Hardiman, O., Cudkowicz, M., Sherman, A., Ertaylan, G., Grosse-Wentrup, M., Hothorn, T., van Ligtenberg, J., Macke, J., Meyer, T., Schölkopf, B., Tran, L., Vaughan, R., Stolovitzky, G., Leitner, M.
Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression
Nature Biotechnology, 33, pages: 51-57, 2015 (article)
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Weichwald, S., Meyer, T., Özdenizci, O., Schölkopf, B., Ball, T., Grosse-Wentrup, M.
Causal interpretation rules for encoding and decoding models in neuroimaging
NeuroImage, 110, pages: 48–59, 2015 (article)
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Meyer, T., Peters, J., Zander, T., Schölkopf, B., Grosse-Wentrup, M.
Predicting Motor Learning Performance from Electroencephalographic Data
Journal of NeuroEngineering and Rehabilitation, 11:24, 2014 (article)
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Weichwald, S., Meyer, T., Schölkopf, B., Ball, T., Grosse-Wentrup, M.
Decoding Index Finger Position from EEG Using Random Forests
In 4th International Workshop on Cognitive Information Processing (CIP), IEEE, CIP, 2014 (inproceedings)
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Özdenizci, O., Meyer, T., Cetin, M., Grosse-Wentrup, M.
Towards Neurofeedback Training of Associative Brain Areas for Stroke Rehabilitation
In Proceedings of the 6th International Brain-Computer Interface Conference, (Editors: G Müller-Putz and G Bauernfeind and C Brunner and D Steyrl and S Wriessnegger and R Scherer), 2014 (inproceedings)
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Meyer, T., Peters, J., Brötz, D., Zander, T., Schölkopf, B., Soekadar, S., Grosse-Wentrup, M.
A Brain-Robot Interface for Studying Motor Learning after Stroke
In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages: 4078 - 4083 , IEEE, Piscataway, NJ, USA, IROS, 2012 (inproceedings)
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Meyer, T., Peters, J., Zander, T., Brötz, D., Soekadar, S., Schölkopf, B., Grosse-Wentrup, M.
Investigating the Neural Basis of Brain-Computer Interface (BCI)-based Stroke Rehabilitation
In International Conference on NeuroRehabilitation (ICNR) , pages: 617-621, (Editors: JL Pons, D Torricelli, and M Pajaro), Springer, Berlin, Germany, ICNR, 2012 (inproceedings)