An algorithm to detect P300 potentials based on F-score channel selection and support vector machines

Proceedings - Third International Conference on Natural Computation, ICNC 2007

Volumn 2, Issue , 2007, Pages 280-284

  Yang, Licai ^a   Li, Jinliang ^a   Yao, Yucui ^a   Li, Guanglin ^b  

^a SHANDONG UNIVERSITY   (China)

^b UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA STRUCTURES; DATABASE SYSTEMS; ELECTROENCEPHALOGRAPHY; ERROR ANALYSIS; FEATURE EXTRACTION;

F-SCORE CHANNEL SELECTION; TRAINING SET;

SUPPORT VECTOR MACHINES;

EID: 38049000427     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2007.172     Document Type: Conference Paper

References (7)

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2. L.A. Farwell, and E. Donchin. "Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials", Electroencephalography and Clinical Neurophysiology, 70(6), 1988, pp. 510-523.
3. N. Xu, X.R. Gao, B. Hong, et al. "BCI competition 2003-Data set lib: Enhancing P300 wave detection using ICA-based subspace projections for BCI applications", IEEE Transactions on Biomedical Engineering, 51(6), 2004, pp. 1067-1072.
4. M. Kaper, P. Meinicke, T. Lingner, et al. "BCI competition 2003 - Data set lib: Support vector machines for the P300 speller paradigm", IEEE Transactions on Biomedical Engineering, 51(6), 2004, pp. 1073-1076.
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6. Data set IIb: http//ida.first.fraunhofer.de/projects/bci/competetion/, 2002-12-6/2005-11-20.
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