Anticipatory EEG Signals for Detecting and Classifying Game Interaction Onset

Alexandre Gomes, Iraquitan Cordeiro Filho, Fredson Santos, Wallace P. Lira, Bruno Duarte Gomes, Schubert R. Carvalho

Abstract: 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.