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:...

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Vydané v:	Applied soft computing Ročník 32; s. 113 - 131
Hlavní autori:	Vézard, Laurent, Legrand, Pierrick, Chavent, Marie, Faïta-Aïnseba, Frédérique, Trujillo, Leonardo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2015 Elsevier
Predmet:	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
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