Eye blinks and lateral eye movements are prominent in EEG signals which are obtained by placing electrodes in the frontal region of the brain. This paper presents a machine learning approach to detect eye movements and blinks from EEG data and map them as intents to control external devices like a computer desktop or a wheel chair.
Published in:
Computational Intelligence and Cybernetics (CyberneticsCom), 2012 IEEE International Conference on
Date of Conference: 12-14 July 2012