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

Journal of Neural Engineering

Volumn 9, Issue 4, 2012, Pages

  Aloise, F ^a,b   Schettini, F ^a,b   Arico P ^a,b   Salinari, S ^b   Babiloni, F ^a,b   Cincotti, F ^a  

^a IRCCS FONDAZIONE SANTA LUCIA   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN-COMPUTER INTERFACES (BCI); CLASSIFICATION PARAMETERS; CLASSIFICATION TECHNIQUE; FISHER'S LINEAR DISCRIMINANT ANALYSIS; GAUSSIANS; HEALTHY SUBJECTS; LDA CLASSIFIERS; LINEAR CLASSIFIERS; LINEAR DISCRIMINANT ANALYSIS; LINEAR SUPPORT VECTOR MACHINES; OFF-LINE STUDIES; STEPWISE LINEAR DISCRIMINANT ANALYSIS; SUPPORTED VECTOR MACHINES; SYMBOL RATES; TRAINING DATASET;

BINS; DISCRIMINANT ANALYSIS; IMAGE RETRIEVAL; OPTIMIZATION;

BRAIN COMPUTER INTERFACE;

ACCURACY; ADULT; ARTICLE; BAYES THEOREM; BAYESIAN LINEAR DISCRIMINANT ANALYSIS; BRAIN COMPUTER INTERFACE; CLASSIFICATION; CONTROLLED STUDY; DISCRIMINANT ANALYSIS; EVENT RELATED POTENTIAL; GAUSSIAN SUPPORTED VECTOR MACHINE; GAZE; HUMAN; HUMAN EXPERIMENT; INTERMETHOD COMPARISON; LINEAR DISCRIMINANT ANALYSIS; LINEAR SUPPORT VECTOR MACHINE; NORMAL DISTRIBUTION; NORMAL HUMAN; PRIORITY JOURNAL; STEPWISE LINEAR DISCRIMINANT ANALYSIS; SUPPORT VECTOR MACHINE;

ADULT; BRAIN-COMPUTER INTERFACES; ELECTROENCEPHALOGRAPHY; EVENT-RELATED POTENTIALS, P300; FEMALE; FIXATION, OCULAR; HUMANS; MALE; PHOTIC STIMULATION; YOUNG ADULT;

EID: 84864414722     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/9/4/045012     Document Type: Article

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