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Volumn 25, Issue 8, 2013, Pages 2146-2171

EEG data space adaptation to reduce intersession nonstationarity in brain-computer interface

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTATION; ALGORITHM; BRAIN; BRAIN COMPUTER INTERFACE; COMPUTER SIMULATION; DEPTH PERCEPTION; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPHY; HUMAN; LETTER; PHYSIOLOGY;

EID: 84881004874     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00474     Document Type: Letter
Times cited : (85)

References (32)
  • 1
    • 84862180265 scopus 로고    scopus 로고
    • Filter bank common spatial pattern algorithm on BCI competition IV datasets 2a and 2b
    • Ang, K. K., Chin, Z. Y.,Wang, C., & Guan, C. (2012). Filter bank common spatial pattern algorithm on BCI competition IV datasets 2a and 2b. Frontiers in Neuroscience, 6, 1-9.
    • (2012) Frontiers in Neuroscience , vol.6 , pp. 1-9
    • Ang, K.K.1    Chin, Z.Y.2    Wang, C.3    Guan, C.4
  • 3
    • 33644757504 scopus 로고    scopus 로고
    • Brain-computer-interface research: Coming of age
    • Birbaumer, N. (2006). Brain-computer-interface research: Coming of age. Clin. Neurophysiol., 117, 479-483.
    • (2006) Clin. Neurophysiol. , vol.117 , pp. 479-483
    • Birbaumer, N.1
  • 6
    • 0037395806 scopus 로고    scopus 로고
    • Learning to control brain activity: A review of the production and control of EEG components for driving brain-computer interface (BCI) systems
    • Curran, E. A., & Stokes, M. J. (2003). Learning to control brain activity: A review of the production and control of EEG components for driving brain-computer interface (BCI) systems. Brain Cogn., 51, 326-336.
    • (2003) Brain Cogn. , vol.51 , pp. 326-336
    • Curran, E.A.1    Stokes, M.J.2
  • 8
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • Jaynes, E. T. (1957). Information theory and statistical mechanics. Physical Review, 160, 620-630.
    • (1957) Physical Review , vol.160 , pp. 620-630
    • Jaynes, E.T.1
  • 12
    • 33750595956 scopus 로고    scopus 로고
    • An extended EM algorithm for joint feature extraction and classification in brain-computer interfaces
    • Li, Y., & Guan, C. (2006). An extended EM algorithm for joint feature extraction and classification in brain-computer interfaces. Neural Comput., 18, 2730-2761.
    • (2006) Neural Comput. , vol.18 , pp. 2730-2761
    • Li, Y.1    Guan, C.2
  • 13
    • 77952578375 scopus 로고    scopus 로고
    • Application of covariate shift adaptation techniques in brain-computer interfaces
    • Li, Y., Kambara, H., Koike, Y., & Sugiyama, M. (2010). Application of covariate shift adaptation techniques in brain-computer interfaces. IEEE Trans. Biomed. Eng., 57(6), 1318-1324.
    • (2010) IEEE Trans. Biomed. Eng., , vol.57 , Issue.6 , pp. 1318-1324
    • Li, Y.1    Kambara, H.2    Koike, Y.3    Sugiyama, M.4
  • 14
    • 79551538302 scopus 로고    scopus 로고
    • Regularizing common spatial patterns to improve BCI sesigns: Unified theory and new algorithms
    • Lotte, F., & Guan, C. (2010). Regularizing common spatial patterns to improve BCI sesigns: Unified theory and new algorithms. IEEE Trans. Biomed. Eng., 58(2), 355- 362.
    • (2010) IEEE Trans. Biomed. Eng., , vol.58 , Issue.2
    • Lotte, F.1    Guan, C.2
  • 15
    • 65249133411 scopus 로고    scopus 로고
    • Unsupervised brain computer interface based on intersubject information and online adaptation
    • Lu, S., Guan,C.,&Zhang,H. (2009). Unsupervised brain computer interface based on intersubject information and online adaptation. IEEE Trans. Neural Syst. Rehabil. Eng., 17(2), 135-45.
    • (2009) IEEE Trans. Neural Syst. Rehabil. Eng., , vol.17 , Issue.2 , pp. 135-45
    • Lu, S.1    Guan, C.2    Zhang, H.3
  • 17
    • 84875833265 scopus 로고    scopus 로고
    • Group-wise stationary subspace analysis-A novel method for studying non-stationarities
    • Bristol, UK: IOPscience
    • Samek, W., Kawanabe, M., & Vidaurre, C. (2011). Group-wise stationary subspace analysis-A novel method for studying non-stationarities. In Proc. 5th Int. Brain- Computer Interface Conf. (pp. 16-20). Bristol, UK: IOPscience.
    • (2011) In Proc 5th Int. Brain- Computer Interface Conf , pp. 16-20
    • Samek, W.1    Kawanabe, M.2    Vidaurre, C.3
  • 18
    • 84857884326 scopus 로고    scopus 로고
    • Stationary common spatial patterns for brain-computer interfacing
    • Samek, W., Vidaurre, C., Müller, K.-R., & Kawanabe, M. (2012). Stationary common spatial patterns for brain-computer interfacing. J. Neural Eng., 9, 026013.
    • (2012) J. Neural Eng. , vol.9 , pp. 026013
    • Samek, W.1    Vidaurre, C.2    Müller, K.-R.3    Kawanabe, M.4
  • 20
    • 34249047899 scopus 로고    scopus 로고
    • Covariate shift adaptation by importance weighted cross validation
    • Sugiyama, M., Krauledat, M., & Müller, K.-R. (2007). Covariate shift adaptation by importance weighted cross validation. J. Mach. Learn. Res., 8, 985-1005.
    • (2007) J. Mach. Learn. Res. , vol.8 , pp. 985-1005
    • Sugiyama, M.1    Krauledat, M.2    Müller, K.-R.3
  • 21
    • 33749545271 scopus 로고    scopus 로고
    • Adaptive feature extraction for EEG signal classification
    • Sun, S., & Zhang, C. (2006). Adaptive feature extraction for EEG signal classification. Med. Bio. Eng. Comput., 44, 931-935.
    • (2006) Med. Bio. Eng. Comput. , vol.44 , pp. 931-935
    • Sun, S.1    Zhang, C.2
  • 23
    • 79957958054 scopus 로고    scopus 로고
    • Adaptive tracking of discriminative frequency components in EEG for a robust braincomputer interface
    • Thomas, K. P., Guan, C., Lau, C. T., Prasad, V. A., & Ang, K. K. (2011). Adaptive tracking of discriminative frequency components in EEG for a robust braincomputer interface. J. Neural Eng., 8(3), 1-15.
    • (2011) J. Neural Eng. , vol.8 , Issue.3 , pp. 1-15
    • Thomas, K.P.1    Guan, C.2    Lau, C.T.3    Prasad, V.A.4    Ang, K.K.5
  • 25
    • 0043171157 scopus 로고    scopus 로고
    • Guest editorial brain-computer interface technology:Areview of the second international meeting
    • Vaughan, T. M. (2003). Guest editorial brain-computer interface technology:Areview of the second international meeting. IEEE Trans. Neural Syst. Rehabil. Eng., 11, 94- 109.
    • (2003) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.11
    • Vaughan, T.M.1
  • 27
    • 79951560219 scopus 로고    scopus 로고
    • Machine-learningbased coadaptive calibration for brain-computer interfaces
    • Vidaurre, C., Sannelli, C., Müller, K.-R., & Blankertz, B. (2011). Machine-learningbased coadaptive calibration for brain-computer interfaces. Neural Comput., 23(3), 791-816.
    • (2011) Neural Comput. , vol.23 , Issue.3 , pp. 791-816
    • Vidaurre, C.1    Sannelli, C.2    Müller, K.-R.3    Blankertz, B.4
  • 28
    • 33847765418 scopus 로고    scopus 로고
    • Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces
    • Vidaurre, C., Schlogl, A., Cabeza, R., Scherer, R., & Pfurtscheller, G. (2007). Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces. IEEE Trans. Biomed. Eng., 54, 550-556.
    • (2007) IEEE Trans. Biomed. Eng. , vol.54 , pp. 550-556
    • Vidaurre, C.1    Schlogl, A.2    Cabeza, R.3    Scherer, R.4    Pfurtscheller, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.