4 papers
Neural Signatures of Motor Skill in the Resting Brain
Ozan Özdenizci, Timm Meyer, Felix Wichmann +4
Stroke-induced disturbances of large-scale cortical networks are known to be associated with the extent of motor deficits. We argue that identifying brain networks representative o…
Personalized Brain-Computer Interface Models for Motor Rehabilitation
Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci +3
We propose to fuse two currently separate research lines on novel therapies for stroke rehabilitation: brain-computer interface (BCI) training and transcranial electrical stimulati…
Decoding index finger position from EEG using random forests
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf +2
While invasively recorded brain activity is known to provide detailed information on motor commands, it is an open question at what level of detail information about positions of b…
Causal interpretation rules for encoding and decoding models in neuroimaging
Sebastian Weichwald, Timm Meyer, Ozan Özdenizci +3
Causal terminology is often introduced in the interpretation of encoding and decoding models trained on neuroimaging data. In this article, we investigate which causal statements a…