A comparison of classification techniques for a gaze-independent P300-based brain-computer interface

This off-line study aims to assess the performance of five classifiers commonly used in the brain-computer interface (BCI) community, when applied to a gaze-independent P300-based BCI. In particular, we compared the results of four linear classifiers and one nonlinear: Fisher's linear discrimin...

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Bibliographic Details

Published in:	Journal of neural engineering Vol. 9; no. 4; p. 045012
Main Authors:	Aloise, F, Schettini, F, Aricò, P, Salinari, S, Babiloni, F, Cincotti, F
Format:	Journal Article
Language:	English
Published:	England 01.08.2012
Subjects:	Adult Brain-Computer Interfaces - classification Electroencephalography - classification Electroencephalography - methods Event-Related Potentials, P300 - physiology Female Fixation, Ocular - physiology Humans Male Photic Stimulation - methods Young Adult
ISSN:	1741-2552, 1741-2552
Online Access:	Get more information
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