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Detecting eye movements in EEG for controlling devices

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6 Author(s)
Gupta, S.S. ; Centre for Dev. of Adv. Comput. (CDAC), Noida, India ; Soman, S. ; Raj, P.G. ; Prakash, R.
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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

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