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
Brain-computer/machine interface
Sensorimotor rhythm (SMR) based Brain-Computer Interfaces (BCI) typically require lengthy user training. This can be exhausting and fatiguing…
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
Brain-computer/machine interface
Non-stationarity and inherent variability of the noninvasive electroencephalogram (EEG) makes robust recognition of spontaneous EEG patterns…
Reduction of EEG Artifacts in Simultaneous EEG-FMRI: Reference Layer Adaptive Filtering (RLAF)
Steyrl, David ; Patz, Franz ; Krausz, Gunther ; Edlinger, Günter ; Müller-Putz, Gernot
Although simultaneous measurement of electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) is one of the most…
