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Volumn 57, Issue 10 PART 1, 2010, Pages 2495-2505

An EEG-based BCI system for 2-D cursor control by combining Mu/Beta rhythm and P300 potential

Author keywords

Brain computer interface (BCI); EEG; Motor Imagery; Mu rhythm; P300 potential; Two dimensional cursor control

Indexed keywords

ARBITRARY POSITIONS; BRAIN SIGNALS; CONTROL TASK; CURSOR CONTROL; CURSOR MOVEMENT; DETECTION MECHANISM; EEG; GRAPHIC USER INTERFACE; INDEPENDENT CONTROL; MOTOR IMAGERY; MU RHYTHM; MU/BETA RHYTHM; NEW APPROACHES; ONLINE EXPERIMENT; P300 POTENTIAL; SYSTEM-BASED; VERTICAL MOVEMENT;

EID: 77956932514     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2055564     Document Type: Article
Times cited : (252)

References (38)
  • 4
    • 28644431673 scopus 로고    scopus 로고
    • Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI)
    • N. Weiskopf, F. Scharnowski, R. Veit, R. Goebel, N. Birbaumer, and K. Mathiak, "Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI)," J. Physiol Paris, vol.98, pp. 357-373, 2004.
    • (2004) J. Physiol Paris , vol.98 , pp. 357-373
    • Weiskopf, N.1    Scharnowski, F.2    Veit, R.3    Goebel, R.4    Birbaumer, N.5    Mathiak, K.6
  • 5
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined hand movement
    • Dec.
    • H. Ramoser, J. Müller-Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial EEG during imagined hand movement," IEEE Trans. Rehabil. Eng., vol.8, no.4, pp. 441-446, Dec. 2000.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 441-446
    • Ramoser, H.1    Müller-Gerking, J.2    Pfurtscheller, G.3
  • 7
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex tomachines: Recent advances in brain interfaces
    • J. P. Donoghue, "Connecting cortex tomachines: Recent advances in brain interfaces," Nat. Neurosci. Supplement, vol.5, pp. 1085-1088, 2002.
    • (2002) Nat. Neurosci. Supplement , vol.5 , pp. 1085-1088
    • Donoghue, J.P.1
  • 8
    • 2442639086 scopus 로고    scopus 로고
    • BCI competition 2003-A data set IIa: Spatial patterns of self-controlled brain rhythm modulations
    • Jun.
    • G. Blanchard and B. Blankertz, "BCI competition 2003-a data set IIa: Spatial patterns of self-controlled brain rhythm modulations," IEEE Trans. Biomed. Eng., vol.51, no.6, pp. 1062-1066, Jun. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1062-1066
    • Blanchard, G.1    Blankertz, B.2
  • 9
  • 11
    • 26244441994 scopus 로고    scopus 로고
    • Sensorimotor rhythm-based braincomputer interface (BCI): Feature selection by regression improves performance
    • Sep.
    • D. J. McFarland and J. R. Wolpaw, "Sensorimotor rhythm-based braincomputer interface (BCI): Feature selection by regression improves performance," IEEE Trans. Neural Syst. Rehabil. Eng., vol.13, no.3, pp. 372- 379, Sep. 2005.
    • (2005) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.13 , Issue.3 , pp. 372-379
    • McFarland, D.J.1    Wolpaw, J.R.2
  • 12
    • 13844313560 scopus 로고    scopus 로고
    • Brain-computer interface (BCI) operation: Signal and noise during early training sessions Clinical
    • D. J. McFarland, W. A. Sarnacki, T. M. Vaughan, and J. R. Wolpaw, "Brain-computer interface (BCI) operation: Signal and noise during early training sessions Clinical," Neurophysiology, vol.116, pp. 56-62, 2005.
    • (2005) Neurophysiology , vol.116 , pp. 56-62
    • McFarland, D.J.1    Sarnacki, W.A.2    Vaughan, T.M.3    Wolpaw, J.R.4
  • 15
    • 61649085174 scopus 로고    scopus 로고
    • Attention modulations of posterior alpha as a control signal for two-dimensional brain-computer interfaces
    • M. V. Gervena and O. Jensenb, "Attention modulations of posterior alpha as a control signal for two-dimensional brain-computer interfaces," J. Neurosci. Methods, vol.179, pp. 78-84, 2009.
    • (2009) J. Neurosci. Methods , vol.179 , pp. 78-84
    • Gervena, M.V.1    Jensenb, O.2
  • 16
    • 11144248238 scopus 로고    scopus 로고
    • Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
    • J. R. Wolpaw and D. J. McFarland, "Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans," Proc. Natl. Acad. Sci. USA, vol.101, no.51, pp. 17849-17854, 2004.
    • (2004) Proc. Natl. Acad. Sci. USA , vol.101 , Issue.51 , pp. 17849-17854
    • Wolpaw, J.R.1    McFarland, D.J.2
  • 17
    • 33746413926 scopus 로고    scopus 로고
    • Brain-computer interfaces for 1-D and 2-D cursor control: Designs using volitional control of the EEG spectrum or steady-state visual evoked potentials
    • Jun.
    • L. J. Trejo, R. Rosipal, and B. Matthew, "Brain-computer interfaces for 1-D and 2-D cursor control: Designs using volitional control of the EEG spectrum or steady-state visual evoked potentials," IEEE Trans. Neural Syst. Rehabil. Eng., vol.14, no.2, pp. 225-229, Jun. 2006.
    • (2006) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.14 , Issue.2 , pp. 225-229
    • Trejo, L.J.1    Rosipal, R.2    Matthew, B.3
  • 18
    • 27644509605 scopus 로고    scopus 로고
    • User adaptive BCIs: SSVEP and P300 based interfaces
    • F. Beverina, G. Palmas, S. Silvoni, F. Piccione, and S. Giove, "User adaptive BCIs: SSVEP and P300 based interfaces," PsychNol. J., vol.1, no.4, pp. 331-354, 2003.
    • (2003) Psych Nol. J. , vol.1 , Issue.4 , pp. 331-354
    • Beverina, F.1    Palmas, G.2    Silvoni, S.3    Piccione, F.4    Giove, S.5
  • 19
    • 34547764873 scopus 로고    scopus 로고
    • Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm
    • P. Martinez, H. Bakardjin, and A. Cichocki, "Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm," Comput. Intell. Neurosci., vol.2007, pp. 94561-1-94561-9, 2007.
    • (2007) Comput. Intell. Neurosci. , vol.2007 , pp. 945611-945619
    • Martinez, P.1    Bakardjin, H.2    Cichocki, A.3
  • 20
    • 77951704082 scopus 로고    scopus 로고
    • An application framework for controlling an avatar in a desktop-based virtual environment via a software SSVEP brain-computer interface
    • J. Faller, G. Muller-Putz, D. Schmalstieg, and G. Pfurtscheller, "An application framework for controlling an avatar in a desktop-based virtual environment via a software SSVEP brain-computer interface," Presence, vol.19, no.1, pp. 25-34, 2010.
    • (2010) Presence , vol.19 , Issue.1 , pp. 25-34
    • Faller, J.1    Muller-Putz, G.2    Schmalstieg, D.3    Pfurtscheller, G.4
  • 21
  • 25
    • 33644982444 scopus 로고    scopus 로고
    • Robust classification of EEG signal for brain-computer interface
    • Mar.
    • M. Thulasidas, C. Guan, and J. Wu, "Robust classification of EEG signal for brain-computer interface," IEEE Trans. Neural Syst. Rehabil. Eng., vol.14, no.1, pp. 24-29, Mar. 2006.
    • (2006) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.14 , Issue.1 , pp. 24-29
    • Thulasidas, M.1    Guan, C.2    Wu, J.3
  • 26
    • 0023756085 scopus 로고
    • Talking to the top of your head: Toward a mental prosthesis utilizing event-related brain potentials
    • L. A. Farwell and E. Donchin, "Talking to the top of your head: Toward a mental prosthesis utilizing event-related brain potentials," Electroencephalogr. Clin. Neurophysiol., vol.70, no.6, pp. 510-523, 1988.
    • (1988) Electroencephalogr. Clin. Neurophysiol. , vol.70 , Issue.6 , pp. 510-523
    • Farwell, L.A.1    Donchin, E.2
  • 27
    • 2442690501 scopus 로고    scopus 로고
    • BCI competition 2003-data set IIb: Support vector machines for the P300 speller paradigm
    • Jun.
    • M. Kaper, P. Meinicke, U. Grossekathoefer, T. Lingner, and H. Ritter, "BCI competition 2003-data set IIb: Support vector machines for the P300 speller paradigm," IEEE Trans. Biomed. Eng., vol.51, no.6, pp. 1073- 1076, Jun. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1073-1076
    • Kaper, M.1    Meinicke, P.2    Grossekathoefer, U.3    Lingner, T.4    Ritter, H.5
  • 28
    • 39749196863 scopus 로고    scopus 로고
    • BCI competition III: Dataset IIensemble of SVMs for BCI P300 speller
    • Mar.
    • A. Rakotomamonjy and V. Guigue, "BCI competition III: Dataset IIensemble of SVMs for BCI P300 speller," IEEE Trans. Biomed. Eng., vol.55, no.3, pp. 1147-1154, Mar. 2008.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.3 , pp. 1147-1154
    • Rakotomamonjy, A.1    Guigue, V.2
  • 30
    • 36549023890 scopus 로고    scopus 로고
    • An efficient P300-based brain-computer interface for disabled subjects
    • U. Hoffmann, J. Vesin, T. Ebrahimi, and K. Diserens, "An efficient P300- based brain-computer interface for disabled subjects," J. Neurosc. Methods, vol.167, pp. 115-125, 2008.
    • (2008) J. Neurosc. Methods , vol.167 , pp. 115-125
    • Hoffmann, U.1    Vesin, J.2    Ebrahimi, T.3    Diserens, K.4
  • 32
    • 0034210646 scopus 로고    scopus 로고
    • The mental prosthesis: Assessing the speed of a P300-based brain-computer interface
    • Jun.
    • E. Donchin, K. M. Spencer, and R. Wijesinghe, "The mental prosthesis: Assessing the speed of a P300-based brain-computer interface," IEEE Trans. Rehabil. Eng., vol.8, no.2, pp. 174-179, Jun. 2000.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.2 , pp. 174-179
    • Donchin, E.1    Spencer, K.M.2    Wijesinghe, R.3
  • 33
    • 0023756085 scopus 로고
    • Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials Electroenceph
    • L. A. Farwell and E. Donchin, "Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials Electroenceph," Clin. Neurophysiol., vol.70, pp. 510-523, 1988.
    • (1988) Clin. Neurophysiol. , vol.70 , pp. 510-523
    • Farwell, L.A.1    Donchin, E.2
  • 34
    • 84898934181 scopus 로고    scopus 로고
    • Classifying single trial EEG: Towards brain computer interfacing
    • B. Blankertz, G. Curio, and K. R. Müller, "Classifying single trial EEG: Towards brain computer interfacing," Adv. Neural Inf. Process. Syst., vol.14, pp. 157-164, 2002.
    • (2002) Adv. Neural Inf. Process. Syst. , vol.14 , pp. 157-164
    • Blankertz, B.1    Curio, G.2    Müller, K.R.3
  • 35
    • 0042354786 scopus 로고    scopus 로고
    • Comparison of linear, nonlinear, and feature selection methods for EEG signal classification
    • Jun.
    • D. Garrett, D. A. Peterson, C. W. Anderson, and M. H. Thaut, "Comparison of linear, nonlinear, and feature selection methods for EEG signal classification," IEEE Trans. Neural Syst. Rehabil. Eng., vol.11, no.2, pp. 141-144, Jun. 2003.
    • (2003) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.11 , Issue.2 , pp. 141-144
    • Garrett, D.1    Peterson, D.A.2    Anderson, C.W.3    Thaut, M.H.4
  • 36
    • 74049086820 scopus 로고    scopus 로고
    • A new discriminative common spatial pattern method for motor imagery brain-Computer interfaces
    • Nov.
    • K. Thomas, C. Guan, C. Lau, A. Vinod, and K. Ang, "A new discriminative common spatial pattern method for motor imagery brain-Computer interfaces," IEEE Trans. Biomed. Eng., vol.56, no.11, pp. 2730-2733, Nov. 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.11 , pp. 2730-2733
    • Thomas, K.1    Guan, C.2    Lau, C.3    Vinod, A.4    Ang, K.5
  • 37
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined handmovement
    • Dec.
    • H. Ramoser, J. Müller-Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial EEG during imagined handmovement," IEEE Trans. Rehabil. Eng., vol.8, no.4, pp. 441-446, Dec. 2000.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 441-446
    • Ramoser, H.1    Müller-Gerking, J.2    Pfurtscheller, G.3
  • 38
    • 40849150919 scopus 로고    scopus 로고
    • Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm
    • Y. Li and C. Guan, "Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm," Mach. Learning, vol.71, pp. 33-45, 2008
    • (2008) Mach. Learning , vol.71 , pp. 33-45
    • Li, Y.1    Guan, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.