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Volumn , Issue , 2008, Pages

Machine learning methodologies in Brain-Computer Interface systems

Author keywords

BCI; BLDA; Linear classifiers; SVM

Indexed keywords

BIOMEDICAL ENGINEERING; BRAIN; CLASSIFIERS; COMMUNICATION SYSTEMS; COMPETITION; DISCRIMINANT ANALYSIS; EXTRACTION; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE RETRIEVAL; INTERFACES (COMPUTER); ROBOT LEARNING; SUPPORT VECTOR MACHINES;

EID: 63649121194     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIBEC.2008.4786106     Document Type: Conference Paper
Times cited : (21)

References (15)
  • 3
    • 33746411637 scopus 로고    scopus 로고
    • B. Blankertz, K.-R. Müeller, D. Krusienski, G. Schalk, J. Wolpaw, A. Schlögl, G. Pfurtscheller, J. del R. Millan, M. Schröder, and N. Birbaumer, The BCI competition iii: Validating alternative approaches to actual BCI problems, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 14, no. 2, pp., June 2006.
    • B. Blankertz, K.-R. Müeller, D. Krusienski, G. Schalk, J. Wolpaw, A. Schlögl, G. Pfurtscheller, J. del R. Millan, M. Schröder, and N. Birbaumer, "The BCI competition iii: Validating alternative approaches to actual BCI problems," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 14, no. 2, pp., June 2006.
  • 4
    • 0023756085 scopus 로고
    • Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials
    • L. Farwell and E. Donchin, "Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials," Electroencephalography and Clinical Neurophysiology, vol. 70, no. 6, pp. 510-523, 1988.
    • (1988) Electroencephalography and Clinical Neurophysiology , vol.70 , Issue.6 , pp. 510-523
    • Farwell, L.1    Donchin, E.2
  • 5
    • 2442681783 scopus 로고    scopus 로고
    • BCI Competition 2003-Data Set IIb: Enhancing P300 Wave Detection Using ICA-Based Subspace Projections for BCI Applications
    • June
    • N. Xu, X. Gao, B. Hong, X. Miao, S. Gao, and F. Yang," BCI Competition 2003-Data Set IIb: Enhancing P300 Wave Detection Using ICA-Based Subspace Projections for BCI Applications," IEEE Transactions on Biomedical Engineering, vol. 51, no. 6, pp. 1067-1072, June 2004.
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.6 , pp. 1067-1072
    • Xu, N.1    Gao, X.2    Hong, B.3    Miao, X.4    Gao, S.5    Yang, F.6
  • 6
    • 2442690501 scopus 로고    scopus 로고
    • M. Kaper, P. Meinicke, U. Grossekathoefer, T. Lingner, and H. Ritter, BCI competition 2003 - dataset IIb: Support vector machines for the P300 speller paradigm, IEEE Transactions on Biomedical Engineering, 51, no. 6, pp., June 2004.
    • M. Kaper, P. Meinicke, U. Grossekathoefer, T. Lingner, and H. Ritter, "BCI competition 2003 - dataset IIb: Support vector machines for the P300 speller paradigm," IEEE Transactions on Biomedical Engineering, vol. 51, no. 6, pp., June 2004.
  • 11
    • 2442681106 scopus 로고    scopus 로고
    • P3 or not P3: Toward a Better P300 BCI
    • ph.D. dissertation, University of California, San Diego
    • B. Allison, "P3 or not P3: Toward a Better P300 BCI", ph.D. dissertation, University of California, San Diego 2003.
    • (2003)
    • Allison, B.1
  • 13
    • 36549023890 scopus 로고    scopus 로고
    • An efficient P300-based brain-computer interface for disabled subjects
    • U. Hoffmann, J-M Vesin, T. Ebrahimi, and K. Diserens, "An efficient P300-based brain-computer interface for disabled subjects", Journal of Neuroscience Methods, vol. 167, no. 1, pp. 115-125, 2008.
    • (2008) Journal of Neuroscience Methods , vol.167 , Issue.1 , pp. 115-125
    • Hoffmann, U.1    Vesin, J.-M.2    Ebrahimi, T.3    Diserens, K.4
  • 14
    • 39749196863 scopus 로고    scopus 로고
    • BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller
    • March
    • A. Rakotomamonjy, and V. Guigue, "BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller," IEEE Transactions on Biomedical Engineering, vol. 55, no. 3, pp. 1147-1154, March 2008.
    • (2008) IEEE Transactions on Biomedical Engineering , vol.55 , Issue.3 , pp. 1147-1154
    • Rakotomamonjy, A.1    Guigue, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.