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Volumn 47, Issue 3, 2009, Pages 257-265

A self-paced brain - Computer interface for controlling a robot simulator: An online event labelling paradigm and an extended Kalman filter based algorithm for online training

Author keywords

Asynchronous; Brain computer interface; Extended Kalman filter; Online training and adaptation; Self paced BCI paradigm

Indexed keywords

ASYNCHRONOUS; BRAIN-COMPUTER INTERFACE; EEG SIGNALS; HUMAN-MACHINE INTERACTIONS; MOTOR IMAGERIES; NON-STATIONARITY; ONLINE EXPERIMENTS; ONLINE TRAINING AND ADAPTATION; ROBOT SIMULATORS; SELF-PACED BCI PARADIGM; SIMULATED ROBOTS;

EID: 62149104029     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-009-0459-7     Document Type: Article
Times cited : (73)

References (27)
  • 2
    • 0346667176 scopus 로고    scopus 로고
    • Initial on-line evaluations of the LF-ASD brain-computer interface with able-bodied and spinal-cord subjects using imagined voluntary motor potentials
    • doi: 10.1109/TNSRE.2002.806839
    • Birch GE, Bozorgzadeh Z, Mason SG (2002) Initial on-line evaluations of the LF-ASD brain-computer interface with able-bodied and spinal-cord subjects using imagined voluntary motor potentials. IEEE Trans Neural Syst Rehabil Eng 10(4):219-224. doi: 10.1109/TNSRE.2002.806839
    • (2002) IEEE Trans Neural Syst Rehabil Eng , vol.10 , Issue.4 , pp. 219-224
    • Birch, G.E.1    Bozorgzadeh, Z.2    Mason, S.G.3
  • 5
    • 34047115781 scopus 로고    scopus 로고
    • A comparison approach toward finding the best feature and classifier in cue-based BCI
    • doi: 10.1007/s11517-007-0169-y
    • Boostani R, Graimann B, Moradi MH, Pfurtscheller G (2007) A comparison approach toward finding the best feature and classifier in cue-based BCI. Med Biol Eng Comput 45(4):403-412. doi: 10.1007/s11517-007-0169-y
    • (2007) Med Biol Eng Comput , vol.45 , Issue.4 , pp. 403-412
    • Boostani, R.1    Graimann, B.2    Moradi, M.H.3    Pfurtscheller, G.4
  • 6
    • 33746425402 scopus 로고    scopus 로고
    • Towards a robust BCI: Error potentials and online learning
    • doi: 10.1109/TNSRE.2006.875555
    • Buttfield A, Ferrez PW, Millán JR (2006) Towards a robust BCI: error potentials and online learning. IEEE Trans Neural Syst Rehab Eng 14(2):164-168. doi: 10.1109/TNSRE.2006.875555
    • (2006) IEEE Trans Neural Syst Rehab Eng , vol.14 , Issue.2 , pp. 164-168
    • Buttfield, A.1    Ferrez, P.W.2    Millán, J.R.3
  • 7
    • 38449084330 scopus 로고    scopus 로고
    • Learning optimal EEG features across time, frequency and space
    • In: Schoelkopf B, Platt JC (eds) MIT Press, Cambridge
    • Farquhar J (2007) Learning optimal EEG features across time, frequency and space. In: Schoelkopf B, Platt JC (eds) Advances in neural information processing systems 19 (NIPS). MIT Press, Cambridge
    • (2007) Advances in Neural Information Processing Systems 19 (NIPS)
    • Farquhar, J.1
  • 8
    • 40549091948 scopus 로고    scopus 로고
    • A self-paced brain-computer interface system with a low false positive rate
    • doi: 10.1088/1741-2560/5/1/002
    • Fatourechi M, Ward RK, Birch GE (2008) A self-paced brain-computer interface system with a low false positive rate. J Neural Eng 5:9-23. doi: 10.1088/1741-2560/5/1/002
    • (2008) J Neural Eng , vol.5 , pp. 9-23
    • Fatourechi, M.1    Ward, R.K.2    Birch, G.E.3
  • 9
    • 84864035632 scopus 로고    scopus 로고
    • Adaptive spatial filters with predefined region of interest for EEG based brain-computer interfaces
    • In: Schoelkopf B, Platt JC (eds) MIT Press, Cambridge
    • Grosse-Wentrup M, Gramann K, Buss M (2007) Adaptive spatial filters with predefined region of interest for EEG based brain-computer interfaces. In: Schoelkopf B, Platt JC (eds) Advances in neural information processing systems 19 (NIPS). MIT Press, Cambridge, pp 537-544
    • (2007) Advances in Neural Information Processing Systems 19 (NIPS) , pp. 537-544
    • Grosse-Wentrup, M.1    Gramann, K.2    Buss, M.3
  • 11
    • 33747876221 scopus 로고    scopus 로고
    • Brain-machine interfaces: Past, present and future
    • doi: 10.1016/j.tins.2006.07.004
    • Lebedev MA, Nicolelis MAL (2006) Brain-machine interfaces: Past, present and future. Trends Neurosci 29(9):536-546. doi: 10.1016/ j.tins.2006.07.004
    • (2006) Trends Neurosci , vol.29 , Issue.9 , pp. 536-546
    • Lebedev, M.A.1    Nicolelis, M.A.L.2
  • 13
    • 0034306053 scopus 로고    scopus 로고
    • A brain-controlled switch for asynchronous control applications
    • doi: 10.1109/10.871402
    • Mason SG, Birch GE (2000) A brain-controlled switch for asynchronous control applications. IEEE Trans Biomed Eng 47(10):1297-1307. doi: 10.1109/10.871402
    • (2000) IEEE Trans Biomed Eng , vol.47 , Issue.10 , pp. 1297-1307
    • Mason, S.G.1    Birch, G.E.2
  • 14
    • 33846317454 scopus 로고    scopus 로고
    • A comprehensive survey of brain interface technology designs
    • doi: 10.1007/s10439-006-9170-0
    • Mason S, Bashashati A, Fatourechi M, Navarro K, Birch G (2007) A comprehensive survey of brain interface technology designs. Ann Biomed Eng 35:137-169. doi: 10.1007/s10439-006-9170-0
    • (2007) Ann Biomed Eng , vol.35 , pp. 137-169
    • Mason, S.1    Bashashati, A.2    Fatourechi, M.3    Navarro, K.4    Birch, G.5
  • 16
    • 0043171108 scopus 로고    scopus 로고
    • Asynchronous BCI and local neural classifiers: An overview of the adaptive brain interface project
    • doi: 10.1109/TNSRE.2003.814435
    • Millán JR, Mouriño J (2003) Asynchronous BCI and local neural classifiers: An overview of the adaptive brain interface project. IEEE Trans Neural Syst Rehabil Eng 11(2):159-161. doi: 10.1109/ TNSRE.2003.814435
    • (2003) IEEE Trans Neural Syst Rehabil Eng , vol.11 , Issue.2 , pp. 159-161
    • Millán, J.R.1    Mouriño, J.2
  • 17
    • 0000294854 scopus 로고    scopus 로고
    • Motor imagery and direct brain-computer communication
    • doi: 10.1109/5.939829
    • Pfurtscheller G, Neuper C (2001) Motor imagery and direct brain-computer communication. Proc IEEE 89:1123-1134. doi: 10.1109/5.939829
    • (2001) Proc IEEE , vol.89 , pp. 1123-1134
    • Pfurtscheller, G.1    Neuper, C.2
  • 18
    • 0033981972 scopus 로고    scopus 로고
    • Real-time brain computer interfacing: A preliminary study using Bayesian learning
    • doi: 10.1007/BF02344689
    • Roberts S, Penny W (2000) Real-time brain computer interfacing: A preliminary study using Bayesian learning. Med Biol Eng Comput 38(1):56-61. doi: 10.1007/BF02344689
    • (2000) Med Biol Eng Comput , vol.38 , Issue.1 , pp. 56-61
    • Roberts, S.1    Penny, W.2
  • 19
    • 34548561940 scopus 로고    scopus 로고
    • The self-paced Graz brain-computer interface: Methods and applications
    • Article ID 79826 doi: 10.1155/2007/79826
    • Scherer R, Schloegl A, Lee F, Bischof H, Janǎa J, Pfurtscheller G (2007) The self-paced Graz brain-computer interface: Methods and applications. Comput Intell Neurosci, Article ID 79826, 9 pp. doi: 10.1155/2007/79826
    • (2007) Comput Intell Neurosci , pp. 9
    • Scherer, R.1    Schloegl, A.2    Lee, F.3    Bischof, H.4    Janǎa, J.5    Pfurtscheller, G.6
  • 20
    • 33749545271 scopus 로고    scopus 로고
    • Adaptive feature extraction for EEG signal classification
    • doi: 10.1007/s11517-006-0107-4
    • Sun S, Zhang C (2006) Adaptive feature extraction for EEG signal classification. Med Biol Eng Comput 44(10):931-935. doi: 10.1007/ s11517-006-0107-4
    • (2006) Med Biol Eng Comput , vol.44 , Issue.10 , pp. 931-935
    • Sun, S.1    Zhang, C.2
  • 21
    • 1942489160 scopus 로고    scopus 로고
    • Adaptive BCI based on variational Bayesian Kalman filtering: An empirical evaluation
    • doi: 10.1109/TBME.2004.824128
    • Sykacek P, Roberts S, Stokes M (2004) Adaptive BCI based on variational Bayesian Kalman filtering: An empirical evaluation. IEEE Trans Biomed Eng 51(5):719-729. doi: 10.1109/TBME.2004.824128
    • (2004) IEEE Trans Biomed Eng , vol.51 , Issue.5 , pp. 719-729
    • Sykacek, P.1    Roberts, S.2    Stokes, M.3
  • 23
    • 2942670993 scopus 로고    scopus 로고
    • Continuous EEG classification during motor imagery-simulation of an asynchronous BCI
    • doi: 10.1109/TNSRE.2004.827220
    • Townsend G, Graimann B, Pfurtscheller G (2004) Continuous EEG classification during motor imagery-simulation of an asynchronous BCI. IEEE Trans Neural Syst Rehabil Eng 12(2):258-265. doi: 10.1109/ TNSRE.2004.827220
    • (2004) IEEE Trans Neural Syst Rehabil Eng , vol.12 , Issue.2 , pp. 258-265
    • Townsend, G.1    Graimann, B.2    Pfurtscheller, G.3
  • 26
    • 33847765418 scopus 로고    scopus 로고
    • Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces
    • doi: 10.1109/TBME.2006.888836
    • Vidaurre C, Schlögl 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(3):550-556. doi: 10.1109/ TBME.2006.888836
    • (2007) IEEE Trans Biomed Eng , vol.54 , Issue.3 , pp. 550-556
    • Vidaurre, C.1    Schlögl, A.2    Cabeza, R.3    Scherer, R.4    Pfurtscheller, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.