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...

Celý popis

Podrobná bibliografia

Vydané v:	Journal of neural engineering Ročník 9; číslo 4; s. 045012
Hlavní autori:	Aloise, F, Schettini, F, Aricò, P, Salinari, S, Babiloni, F, Cincotti, F
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England 01.08.2012
Predmet:	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
On-line prístup:	Zistit podrobnosti o prístupe
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!