EEG classification for the detection of mental states

[Display omitted] •A method able to automatically determine mental states of alertness is developed.•A complete protocol of EEG data acquisition is detailed.•Analysis of the Contingent Negative Variation is used to validate the EEG data.•Best compromise number of electrodes/quality of the solution:...

Full description

Bibliographic Details

Published in:	Applied soft computing Vol. 32; pp. 113 - 131
Main Authors:	Vézard, Laurent, Legrand, Pierrick, Chavent, Marie, Faïta-Aïnseba, Frédérique, Trujillo, Leonardo
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2015 Elsevier
Subjects:	Alertness Common spatial pattern Computer Science Electroencephalographic signals Genetic algorithm Life Sciences Mathematics Signal and Image Processing Statistics Variable selection Alertness Electroencephalographic signals Common spatial pattern Genetic algorithm Variable selection
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!