A comparison of classification techniques for the P300 Speller

J. Krusienski, Dean; W. Sellers, Eric; Cabestaing, François; Bayoudh, Sabri; J. McFarland, Dennis; M. Vaughan, Theresa; R. Wolpaw, Jonathan

doi:10.1088/1741-2560/3/4/007

Public

A comparison of classification techniques for the P300 Speller

Published in Journal of Neural Engineering • Oct 26, 2006

Authors:

Dean J. Krusienski

Eric W. Sellers

François Cabestaing

Abstract

This study assesses the relative performance characteristics of five established classification techniques on data collected using the P300 Speller paradigm, originally described by Farwell and Donchin (1988 Electroenceph. Clin. Neurophysiol. 70 510). Four linear methods: Pearson's correlation metho...

Subject

Linear discriminant analysis

Computer science

Support vector machine

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