메뉴 건너뛰기




Volumn 7, Issue 2, 2010, Pages

A generative model approach for decoding in the visual event-related potential-based brain-computer interface speller

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN SIGNALS; DISCRIMINATIVE APPROACH; EVENT RELATED POTENTIALS; GENERATIVE MODEL; PREDICTION PERFORMANCE; PRIOR KNOWLEDGE; STATE OF THE ART; TRAINING DATA;

EID: 77949882933     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/7/2/026003     Document Type: Article
Times cited : (16)

References (28)
  • 2
    • 0023756085 scopus 로고
    • Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials
    • Farwell L A and Donchin E 1988 Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials Electroencephalogr. Clin. Neurophysiol. 70 510-23
    • (1988) Electroencephalogr. Clin. Neurophysiol. , vol.70 , pp. 510-523
    • Farwell, L.A.1    Donchin, E.2
  • 4
    • 38249014187 scopus 로고
    • The brain response interface: Communication through visually induced electrical-brain responses
    • Sutter E E 1992 The brain response interface: communication through visually induced electrical-brain responses J. Microcomput. Appl. 15 31-45
    • (1992) J. Microcomput. Appl. , vol.15 , pp. 31-45
    • Sutter, E.E.1
  • 8
    • 39749196863 scopus 로고    scopus 로고
    • BCI competition III: Dataset II-ensemble of SVMs for BCI P300 speller
    • Rakotomamonjy A and Guigue V 2008 BCI competition III: dataset II-ensemble of SVMs for BCI P300 speller IEEE Trans. Biomed. Eng. 55 1147-54
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , pp. 1147-1154
    • Rakotomamonjy, A.1    Guigue, V.2
  • 9
    • 70349581831 scopus 로고    scopus 로고
    • XDAWN algorithm to enhance evoked potentials: Application to brain-computer interface
    • Rivet B, Souloumiac A, Attina V and Gibert G 2009 xDAWN algorithm to enhance evoked potentials: application to brain-computer interface IEEE Trans. Biomed. Eng. 56 2035-43
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , pp. 2035-2043
    • Rivet, B.1    Souloumiac, A.2    Attina, V.3    Gibert, G.4
  • 11
    • 1942418620 scopus 로고    scopus 로고
    • On discriminative versus generative classifiers: A comparison of logistic regression and naive Bayes
    • Ng A Y and Jordan M I 2001 On discriminative versus generative classifiers: a comparison of logistic regression and naive Bayes NIPS 841-8
    • (2001) NIPS , pp. 841-848
    • Ng, A.Y.1    Jordan, M.I.2
  • 13
    • 33644757504 scopus 로고    scopus 로고
    • Brain-computer interface research: Coming of age
    • Birbaumer N 2006 Brain-computer interface research: coming of age Clin. Neurophysiol. 117 479-83
    • (2006) Clin. Neurophysiol. , vol.117 , pp. 479-483
    • Birbaumer, N.1
  • 14
    • 33947108940 scopus 로고    scopus 로고
    • Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation
    • Dobkin B H 2007 Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation J. Physiol. 579 637-42
    • (2007) J. Physiol. , vol.579 , pp. 637-642
    • Dobkin, B.H.1
  • 15
    • 0013854584 scopus 로고
    • Evoked-potential correlates of stimulus uncertainty
    • Sutton S, Braren M, Zubin J and John E R 1965 Evoked-potential correlates of stimulus uncertainty Science 150 1187-8
    • (1965) Science , vol.150 , pp. 1187-1188
    • Sutton, S.1    Braren, M.2    Zubin, J.3    John, E.R.4
  • 16
    • 0001904955 scopus 로고    scopus 로고
    • Event-related brain potentials: Methods, theory, and applications
    • ed J T Cacioppo,L G Tassinary and G G Berntson (Cambridge: CambridgeUniversity Press)
    • Fabiani M, Gratton G and Federmeier K D 2007 Event-related brain potentials: methods, theory, and applications Handbook of Psychophysiology ed J T Cacioppo, L G Tassinary and G G Berntson (Cambridge: Cambridge University Press) pp 85-119
    • (2007) Handbook of Psychophysiology , pp. 85-119
    • Fabiani, M.1    Gratton, G.2    Federmeier, K.D.3
  • 18
    • 65649151400 scopus 로고    scopus 로고
    • Overlap and refractory effects in a brain-computer interface speller based on the visual P300 event-related potential
    • Martens S M M, Hill N J, Farquhar J and Schölkopf B 2009 Overlap and refractory effects in a brain-computer interface speller based on the visual P300 event-related potential J. Neural Eng. 6 026003
    • (2009) J. Neural Eng. , vol.6 , pp. 026003
    • Martens, S.M.M.1    Hill, N.J.2    Farquhar, J.3    Schölkopf, B.4
  • 19
  • 20
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes C and Vapnik V 1995 Support vector networks Mach. Learn. 20 273-97
    • (1995) Mach. Learn. , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 24
    • 0003087641 scopus 로고    scopus 로고
    • Using SVMs for text categorization
    • Dumais S 1998 Using SVMs for text categorization IEEE Intell. Syst. Mag. 13(4)
    • (1998) IEEE Intell. Syst. Mag. , Issue.4 , pp. 13
    • Dumais, S.1
  • 26


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.