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Volumn , Issue , 2010, Pages 1831-1835

A bispectrum approach to feature extraction for a motor imagery based brain-computer interfacing system

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN COMPUTER INTERFACE; CLASSIFICATION (OF INFORMATION); EXTRACTION; FEATURE EXTRACTION; HIGHER ORDER STATISTICS;

EID: 79954463872     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (13)
  • 1
    • 84863789575 scopus 로고    scopus 로고
    • http://www.bbci.de/competition/iv/desc2b.pdf.
  • 2
    • 0029721852 scopus 로고    scopus 로고
    • Classification of spatio-temporal EEG readiness potentials towards the development of a brain-computer interface
    • A. B. Barreto, A. M. Taberner, and L. M. Vicente. Classification of spatio-temporal EEG readiness potentials towards the development of a brain-computer interface. In Proc. IEEE Southeastcon'96, pages 99-102, 1996.
    • (1996) Proc. IEEE Southeastcon'96 , pp. 99-102
    • Barreto, A.B.1    Taberner, A.M.2    Vicente, L.M.3
  • 4
    • 49649127153 scopus 로고    scopus 로고
    • Comparative analysis of spectral approaches to feature extraction for EEG-based motor imagery classification
    • P. Herman, G. Prasad, T. M. McGinnity, and D. Coyle. Comparative analysis of spectral approaches to feature extraction for EEG-based motor imagery classification. IEEE Trans Neural Syst Rehabil Eng, 16:317- 326, 2008.
    • (2008) IEEE Trans Neural Syst Rehabil Eng , vol.16 , pp. 317-326
    • Herman, P.1    Prasad, G.2    McGinnity, T.M.3    Coyle, D.4
  • 5
    • 2442667854 scopus 로고    scopus 로고
    • BCI competition 2003-data set III: Probabilistic modeling of sensorimotor mu rhythms for classification of imaginary hand movements
    • S. Lemm, C. Schfer, and G. Curio. BCI competition 2003-data set III: probabilistic modeling of sensorimotor mu rhythms for classification of imaginary hand movements. IEEE Trans Biomed Eng, 51:1077-1080, 2004.
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 1077-1080
    • Lemm, S.1    Schfer, C.2    Curio, G.3
  • 6
    • 2442655412 scopus 로고    scopus 로고
    • Classification of single-trial electroencephalogram during finger movement
    • Y. Li, X. Gao, H. Liu, and S. Gao. Classification of single-trial electroencephalogram during finger movement. IEEE Trans Biomed Eng, 51:1019-1025, 2004.
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 1019-1025
    • Li, Y.1    Gao, X.2    Liu, H.3    Gao, S.4
  • 7
    • 0023383894 scopus 로고
    • Bispectrum estimation: A digital signal processing framework
    • C. L. Nikias and M. R. Raghuveer. Bispectrum estimation: A digital signal processing framework. Proceedings of the IEEE, 75:869-891, 1987.
    • (1987) Proceedings of the IEEE , vol.75 , pp. 869-891
    • Nikias, C.L.1    Raghuveer, M.R.2
  • 9
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined hand movement
    • H. Ramoser, J. Muller-Gerking, and G. Pfurtscheller. Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans Rehabil Eng, 8:441-446, 2000.
    • (2000) IEEE Trans Rehabil Eng , vol.8 , pp. 441-446
    • Ramoser, H.1    Muller-Gerking, J.2    Pfurtscheller, G.3
  • 11
    • 14744284163 scopus 로고    scopus 로고
    • The kappa statistic in reliability studies: Use, interpretation, and sample size requirements
    • J. Sim and C. Wright. The kappa statistic in reliability studies: Use, interpretation, and sample size requirements. Physical Therapy, 85:257-268, 2005.
    • (2005) Physical Therapy , vol.85 , pp. 257-268
    • Sim, J.1    Wright, C.2
  • 13
    • 38349077304 scopus 로고    scopus 로고
    • Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface
    • S.-M. Zhou, J. Gan, and F. Sepulveda. Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface. Inf Sci, 178:1629-1640, 2008.
    • (2008) Inf Sci , vol.178 , pp. 1629-1640
    • Zhou, S.-M.1    Gan, J.2    Sepulveda, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.