Anticipatory EEG Signals for Detecting and Classifying Game Interaction Onset

In this study, we propose to investigate the presence of anticipatory patterns in electroencephalography (EEG) signals while driving a virtual car to determine two specific actions (1) turn left and (2) turn right, a few milliseconds before such actions take place. Our results show the feasibility of using anticipatory brain signals for detecting and classifying game interaction before it happens.