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Volumn 31, Issue 7, 2010, Pages 619-628

Regularized tensor discriminant analysis for single trial EEG classification in BCI

Author keywords

Brain computer interfacing (BCI); Channel selection; Electroencephalogram (EEG); Regularized tensor discriminant analysis (RTDA); Single trial classification; Tensor factorization

Indexed keywords

BRAIN-COMPUTER INTERFACING; CHANNEL SELECTION; ELECTROENCEPHALOGRAM (EEG); SINGLE TRIAL; TENSOR FACTORIZATION;

EID: 77649341762     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2009.11.012     Document Type: Article
Times cited : (23)

References (26)
  • 1
    • 2442639086 scopus 로고    scopus 로고
    • BCI competition 2003-data set IIa: Spatial patterns of self-controlled brain rhythm modulations
    • Blanchard G., and Blankertz B. BCI competition 2003-data set IIa: Spatial patterns of self-controlled brain rhythm modulations. IEEE Trans. Biomed. Eng. 51 6 (2004) 1062-1066
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1062-1066
    • Blanchard, G.1    Blankertz, B.2
  • 3
    • 2442679166 scopus 로고    scopus 로고
    • BCI competition 2003-data sets Ib and IIb: Feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram
    • Bostanov V. BCI competition 2003-data sets Ib and IIb: Feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram. IEEE Trans. Biomed. Eng. 51 6 (2004) 1057-1061
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1057-1061
    • Bostanov, V.1
  • 6
    • 0034470419 scopus 로고    scopus 로고
    • Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI)
    • Guger C., Ramoser H., and Pfurtscheller G. Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI). IEEE Trans. Rehabil. Eng. 8 4 (2000) 447-456
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 447-456
    • Guger, C.1    Ramoser, H.2    Pfurtscheller, G.3
  • 8
    • 0025930985 scopus 로고
    • The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG
    • Koles Z.J. The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG. Electroencephalogr. Clin. Neurophysiol. 79 6 (1991) 440-447
    • (1991) Electroencephalogr. Clin. Neurophysiol. , vol.79 , Issue.6 , pp. 440-447
    • Koles, Z.J.1
  • 10
    • 34547858891 scopus 로고    scopus 로고
    • Nonnegative tensor factorization for continuous EEG classification
    • Lee H., Kim Y.D., Cichocki A., and Choi S. Nonnegative tensor factorization for continuous EEG classification. Int. J. Neural Systems 17 4 (2007) 1-13
    • (2007) Int. J. Neural Systems , vol.17 , Issue.4 , pp. 1-13
    • Lee, H.1    Kim, Y.D.2    Cichocki, A.3    Choi, S.4
  • 11
    • 26844572294 scopus 로고    scopus 로고
    • Spatio-spectral filters for improving the classification of single trial EEG
    • Lemm S., Blankertz B., Curio G., and Müller K.R. Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. 52 9 (2005) 1541-1548
    • (2005) IEEE Trans. Biomed. Eng. , vol.52 , Issue.9 , pp. 1541-1548
    • Lemm, S.1    Blankertz, B.2    Curio, G.3    Müller, K.R.4
  • 12
    • 2442667854 scopus 로고    scopus 로고
    • BCI competition 2003Cdata set iii: Probabilistic modeling of sensorimotor mu rhythms for classification of imaginary hand movements
    • Lemm S., Schäfer C., and Curio G. BCI competition 2003Cdata set iii: Probabilistic modeling of sensorimotor mu rhythms for classification of imaginary hand movements. IEEE Trans. Biomed. Eng. 51 6 (2004) 1077-1080
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1077-1080
    • Lemm, S.1    Schäfer, C.2    Curio, G.3
  • 13
    • 33644977802 scopus 로고    scopus 로고
    • Blind estimation of channel parameters and source components for EEG signals: A sparse factorization approach
    • Li Y.Q., Cichocki A., and Amari S.I. Blind estimation of channel parameters and source components for EEG signals: A sparse factorization approach. IEEE Trans. Neural Networks 17 2 (2006) 419-431
    • (2006) IEEE Trans. Neural Networks , vol.17 , Issue.2 , pp. 419-431
    • Li, Y.Q.1    Cichocki, A.2    Amari, S.I.3
  • 14
    • 34247179140 scopus 로고    scopus 로고
    • A review of classification algorithms for EEG-based brain-computer interfaces
    • Lotte F., Congedo M., Lecuyer A., Lamarche F., and Arnaldi B. A review of classification algorithms for EEG-based brain-computer interfaces. J. Neural Eng. 4 (2007) 1-13
    • (2007) J. Neural Eng. , vol.4 , pp. 1-13
    • Lotte, F.1    Congedo, M.2    Lecuyer, A.3    Lamarche, F.4    Arnaldi, B.5
  • 16
    • 2442667855 scopus 로고    scopus 로고
    • Noninvasive brain-actuated control of a mobile robot by human EEG
    • Millán J.R., Renkens F., Mourino J., and Gerstner W. Noninvasive brain-actuated control of a mobile robot by human EEG. IEEE Trans. Biomed. Eng. 51 6 (2004) 1026-1033
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1026-1033
    • Millán, J.R.1    Renkens, F.2    Mourino, J.3    Gerstner, W.4
  • 17
    • 31044456392 scopus 로고    scopus 로고
    • Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG
    • Mørup M., Hansen L.K., Herrmann C.S., Parnas J., and Arnfred S.M. Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG. Neuroimage 29 3 (2006) 938-947
    • (2006) Neuroimage , vol.29 , Issue.3 , pp. 938-947
    • Mørup, M.1    Hansen, L.K.2    Herrmann, C.S.3    Parnas, J.4    Arnfred, S.M.5
  • 18
    • 77649339406 scopus 로고    scopus 로고
    • Mørup, M., Hansen, L.K., Parnas, J., Arnfred, S.M., 2006b. Decomposing the time-frequency representation of EEG using non-negative matrix and multi-way factorization. Tech. rep., Technical report, Informatics and Mathematical Modeling, Technical University of Denmark, 2006.
    • Mørup, M., Hansen, L.K., Parnas, J., Arnfred, S.M., 2006b. Decomposing the time-frequency representation of EEG using non-negative matrix and multi-way factorization. Tech. rep., Technical report, Informatics and Mathematical Modeling, Technical University of Denmark, 2006.
  • 19
    • 0031578969 scopus 로고    scopus 로고
    • Motor imagery activates primary sensorimotor area in humans
    • Pfurtscheller G., and Neuper C. Motor imagery activates primary sensorimotor area in humans. Neurosci. Lett. 239 2-3 (1997) 65-68
    • (1997) Neurosci. Lett. , vol.239 , Issue.2-3 , pp. 65-68
    • Pfurtscheller, G.1    Neuper, C.2
  • 20
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined handmovement
    • Ramoser H., Müller-Gerking J., and Pfurtscheller G. Optimal spatial filtering of single trial EEG during imagined handmovement. IEEE Trans. Rehabil. Eng. 8 4 (2000) 441-446
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 441-446
    • Ramoser, H.1    Müller-Gerking, J.2    Pfurtscheller, G.3
  • 23
    • 36048992886 scopus 로고    scopus 로고
    • General tensor discriminant analysis and gabor features for gait recognition
    • Tao D., Li X., Wu X., and Maybank S.J. General tensor discriminant analysis and gabor features for gait recognition. IEEE Trans. Pattern Anal. Machine Intell. 29 10 (2007) 1700-1715
    • (2007) IEEE Trans. Pattern Anal. Machine Intell. , vol.29 , Issue.10 , pp. 1700-1715
    • Tao, D.1    Li, X.2    Wu, X.3    Maybank, S.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.