A Co-Adaptive Sensory Motor Rhythms Brain-Computer Interface based on Common Spatial Patterns and Random Forest

Schwarz, Andreas ;   Scherer, Reinhold ;   Steyrl, David ;   Faller, Josef ;   Müller-Putz, Gernot

Tags Brain-computer/machine interface

Sensorimotor rhythm (SMR) based Brain-Computer Interfaces (BCI) typically require lengthy user training. This can be exhausting and fatiguing…

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Bring Mental Activity into Action! an Enhanced Online Co-Adaptive Brain-Computer Interface Training Protocol

Scherer, Reinhold ;   Faller, Josef ;   Opisso, Eloy ;   Costa, Ursula ;   Steyrl, David ;   Müller-Putz, Gernot

Tags Brain-computer/machine interface

Non-stationarity and inherent variability of the noninvasive electroencephalogram (EEG) makes robust recognition of spontaneous EEG patterns…

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