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Volumn , Issue JUL, 2011, Pages

First steps toward a motor imagery based stroke BCI: New strategy to set up a classifier

Author keywords

Brain computer interface; Motor execution; Motor imagery; Passive movement; Pattern classification; Stroke rehabilitation

Indexed keywords


EID: 84861862870     PISSN: 16624548     EISSN: 1662453X     Source Type: Journal    
DOI: 10.3389/fnins.2011.00086     Document Type: Article
Times cited : (92)

References (42)
  • 1
    • 0037020527 scopus 로고    scopus 로고
    • Beta electroencephalograph changes during passive movements: sensory afferences contribute to beta event-related desynchronization in humans
    • Alegre, M., Labarga, A., Gurtubay, I. G., Iriarte, J., Malanda, A., and Artieda, J. (2002). Beta electroencephalograph changes during passive movements: sensory afferences contribute to beta event-related desynchronization in humans. Neurosci. Lett. 331, 29-32.
    • (2002) Neurosci. Lett. , vol.331 , pp. 29-32
    • Alegre, M.1    Labarga, A.2    Gurtubay, I.G.3    Iriarte, J.4    Malanda, A.5    Artieda, J.6
  • 4
    • 44449127606 scopus 로고    scopus 로고
    • The Berlin Brain-Computer Interface: accurate performance from first-session in BCI-naïve subjects
    • Blankertz, B., Losch, F., Krauledat, M., Dornhege, G., Curio, G., and Müller, K. R. (2008). The Berlin Brain-Computer Interface: accurate performance from first-session in BCI-naïve subjects. IEEE Trans. Biomed. Eng. 55, 2452-2462.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , pp. 2452-2462
    • Blankertz, B.1    Losch, F.2    Krauledat, M.3    Dornhege, G.4    Curio, G.5    Müller, K.R.6
  • 5
    • 33751416342 scopus 로고    scopus 로고
    • Mental practice with motor imagery: evidence for motor recovery and cortical reorganization after stroke
    • Butler, A. J., and Page, S. J. (2006). Mental practice with motor imagery: evidence for motor recovery and cortical reorganization after stroke. Arch. Phys. Med. Rehabil. 87, S2-S11.
    • (2006) Arch. Phys. Med. Rehabil. , vol.87
    • Butler, A.J.1    Page, S.J.2
  • 6
    • 53949114223 scopus 로고    scopus 로고
    • Brain-computer interfaces in neurological rehabilitation
    • Daly, J. J., and Wolpaw, J. R. (2008). Brain-computer interfaces in neurological rehabilitation. Lancet Neurol. 7, 1032-1043.
    • (2008) Lancet Neurol , vol.7 , pp. 1032-1043
    • Daly, J.J.1    Wolpaw, J.R.2
  • 8
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • Delorme, A., and Makeig, S. (2004). EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134, 9-21.
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 12
    • 0036157673 scopus 로고    scopus 로고
    • Visualization of significant ERD/ ERS patterns in multichannel EEG and ECoG datas
    • Graimann, B., Huggins, J. E., Levine, S. P., and Pfurtscheller, G. (2002). Visualization of significant ERD/ ERS patterns in multichannel EEG and ECoG datas. Clin. Neurophysiol. 113, 43-47.
    • (2002) Clin. Neurophysiol. , vol.113 , pp. 43-47
    • Graimann, B.1    Huggins, J.E.2    Levine, S.P.3    Pfurtscheller, G.4
  • 13
    • 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. (2000). Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI). IEEE Trans. Neural Syst. Rehabil. Eng. 8, 447-450.
    • (2000) IEEE Trans. Neural Syst. Rehabil. Eng , vol.8 , pp. 447-450
    • Guger, C.1    Ramoser, H.2    Pfurtscheller, G.3
  • 14
    • 0016812939 scopus 로고
    • An on-line transformation of EEG scalp potentials into orthogonal source derivations
    • Hjorth, B. (1975). An on-line transformation of EEG scalp potentials into orthogonal source derivations. Electroencephalogr. Clin. Neurophysiol. 39, 526-530.
    • (1975) Electroencephalogr. Clin. Neurophysiol. , vol.39 , pp. 526-530
    • Hjorth, B.1
  • 15
    • 2642581536 scopus 로고    scopus 로고
    • Stimulation through simulation? Motor imagery and functional reorganization in hemiplegic stroke patients
    • Johnson-Frey, S. H. (2004). Stimulation through simulation? Motor imagery and functional reorganization in hemiplegic stroke patients. Brain Cogn. 55, 328-331.
    • (2004) Brain Cogn , vol.55 , pp. 328-331
    • Johnson-Frey, S.H.1
  • 16
    • 0030250430 scopus 로고    scopus 로고
    • Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns
    • Kalcher, J., Flotzinger, D., Neuper, C., Gölly, S., and Pfurtscheller, G. (1996). Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns. Med. Biol. Eng. Comput. 34, 382-388.
    • (1996) Med. Biol. Eng. Comput , vol.34 , pp. 382-388
    • Kalcher, J.1    Flotzinger, D.2    Neuper, C.3    Gölly, S.4    Pfurtscheller, G.5
  • 17
    • 0032766471 scopus 로고    scopus 로고
    • Therapy impact on functional recovery in stroke rehabilitation: a critical review of the literature
    • Kwakkel, G., Kollen, B. J., and Wagenaar, R. C. (1999). Therapy impact on functional recovery in stroke rehabilitation: a critical review of the literature. Physiotherapy 85, 377-391.
    • (1999) Physiotherapy , vol.85 , pp. 377-391
    • Kwakkel, G.1    Kollen, B.J.2    Wagenaar, R.C.3
  • 20
    • 47349088436 scopus 로고    scopus 로고
    • Sensorimotor rhythm-based brain-computer interface (BCI): model order selection for autoregressive spectral analysis
    • McFarland, D. J., and Wolpaw, J. R. (2008). Sensorimotor rhythm-based brain-computer interface (BCI): model order selection for autoregressive spectral analysis. J. Neural Eng. 5, 155-162.
    • (2008) J. Neural Eng , vol.5 , pp. 155-162
    • McFarland, D.J.1    Wolpaw, J.R.2
  • 21
    • 0345700239 scopus 로고    scopus 로고
    • Event-related beta EEG changes during wrist movements induced by functional electrical stimulation of forearm muscles in man
    • Müller, G. R., Neuper, C., Rupp, R., Keinrath, C., Gerner, H. J., and Pfurtscheller, G. (2003). Event-related beta EEG changes during wrist movements induced by functional electrical stimulation of forearm muscles in man. Neurosci. Lett. 340, 143-147.
    • (2003) Neurosci. Lett. , vol.340 , pp. 143-147
    • Müller, G.R.1    Neuper, C.2    Rupp, R.3    Keinrath, C.4    Gerner, H.J.5    Pfurtscheller, G.6
  • 24
    • 77649238156 scopus 로고    scopus 로고
    • Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG
    • Müller-Putz, G. R., Kaiser, V., Solis-Escalante, T., and Pfurtscheller, G. (2010). Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG. Med. Biol. Eng. Comput. 48, 229-233.
    • (2010) Med. Biol. Eng. Comput , vol.48 , pp. 229-233
    • Müller-Putz, G.R.1    Kaiser, V.2    Solis-Escalante, T.3    Pfurtscheller, G.4
  • 25
    • 59149100563 scopus 로고    scopus 로고
    • Motor imagery and action observation: modulation of sensorimotor brain rhythms during mental control of a brain-computer interface
    • Neuper, C., Scherer, R., Wriessnegger, S., and Pfurtscheller, G. (2009). Motor imagery and action observation: modulation of sensorimotor brain rhythms during mental control of a brain-computer interface. Clin. Neurophysiol. 120, 239-247.
    • (2009) Clin. Neurophysiol. , vol.120 , pp. 239-247
    • Neuper, C.1    Scherer, R.2    Wriessnegger, S.3    Pfurtscheller, G.4
  • 26
    • 33750360831 scopus 로고    scopus 로고
    • ERD/ERS patterns reflecting sensorimotor activation and deactivation Event-Related Dynamics of Brain Oscillations
    • Neuper, C., Wörtz, M., and Pfurtscheller, G. (2006). " ERD/ERS patterns reflecting sensorimotor activation and deactivation," in Event-Related Dynamics of Brain Oscillations, Chapter 14, Vol. 159, Progress in Brain Research, eds C. Neuper and W. Klimesch (Amsterdam: Elsevier), 211-222.
    • Progress in Brain Research , Issue.14
    • Neuper, C.1    Wörtz, M.2    Pfurtscheller, G.3
  • 27
    • 34247882093 scopus 로고    scopus 로고
    • Mental practice in chronic stroke: results of a randomized, placebo-controlled trial
    • Page, S. J., Levine, P., and Leonard, A. (2007). Mental practice in chronic stroke: results of a randomized, placebo-controlled trial. Stroke 38, 1293-1297.
    • (2007) Stroke , vol.38 , pp. 1293-1297
    • Page, S.J.1    Levine, P.2    Leonard, A.3
  • 28
    • 59149094960 scopus 로고    scopus 로고
    • EEG-based brain-computer interface systems and signal processing
    • ed. M. Akay (New Jersey, NJ: John Wiley and Sons)
    • Pfurtscheller, G., Graimann, B., and Neuper, C. (2006). " EEG-based brain-computer interface systems and signal processing," in Encyclopedia of Biomedical Engineering, Vol. 2, ed. M. Akay (New Jersey, NJ: John Wiley and Sons), 1156-1166.
    • (2006) Encyclopedia of Biomedical Engineering , vol.2 , pp. 1156-1166
    • Pfurtscheller, G.1    Graimann, B.2    Neuper, C.3
  • 29
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: basic principles
    • Pfurtscheller, G., and Lopes da Silva, F. H. (1999). Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110, 1842-1857.
    • (1999) Clin. Neurophysiol , vol.110 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes da Silva, F.H.2
  • 30
    • 0031578969 scopus 로고    scopus 로고
    • Motor imagery activates primary sensorimotor area in humans
    • Pfurtscheller, G., and Neuper, C. (1997). Motor imagery activates primary sensorimotor area in humans. Neurosci. Lett. 239, 65-68.
    • (1997) Neurosci. Lett. , vol.239 , pp. 65-68
    • Pfurtscheller, G.1    Neuper, C.2
  • 31
    • 0029948186 scopus 로고    scopus 로고
    • Post movement beta synchronization: a correlate of an idling motor area? Electroencephalogr
    • Pfurtscheller, G., Stancák, A. Jr., and Neuper, C. (1996). Post movement beta synchronization: a correlate of an idling motor area? Electroencephalogr. Clin. Neurophysiol. 98, 281-293.
    • (1996) Clin. Neurophysiol. , vol.98 , pp. 281-293
    • Pfurtscheller, G.1    Stancá Jr k, A.2    Neuper, C.3
  • 32
    • 0037457384 scopus 로고    scopus 로고
    • Early onset of post-movement beta electroencephalogram synchronization in the supplementary motor area during self-paced finger movement in man
    • Pfurtscheller, G., Wörtz, M., Supp, G., and da Silva, F. H. L. (2003). Early onset of post-movement beta electroencephalogram synchronization in the supplementary motor area during self-paced finger movement in man. Neurosci. Lett. 339, 111-114.
    • (2003) Neurosci. Lett. , vol.339 , pp. 111-114
    • Pfurtscheller, G.1    Wörtz, M.2    Supp, G.3    da Silva, F.H.L.4
  • 34
    • 0030152722 scopus 로고    scopus 로고
    • Automated feature selection with a distinction sensitive learning vector quantizer
    • Pregenzer, M., Pfurtscheller, G., and Flotzinger, D. (1996). Automated feature selection with a distinction sensitive learning vector quantizer. Neurocomputing 11, 19-29.
    • (1996) Neurocomputing , vol.11 , pp. 19-29
    • Pregenzer, M.1    Pfurtscheller, G.2    Flotzinger, D.3
  • 38
    • 74849097715 scopus 로고    scopus 로고
    • Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects
    • doi: 10.1016/j. bspc.2009.09.002
    • Solis-Escalante, T., MüllerPutz, G., Brunner, C., Kaiser, V., and Pfurtscheller, G. (2010). Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects. Biomed. Signal Process. Control 5, 15-20. doi: 10.1016/j. bspc.2009.09.002
    • (2010) Biomed. Signal Process Control , vol.5 , pp. 15-20
    • Solis-Escalante, T.1    MüllerPutz, G.2    Brunner, C.3    Kaiser, V.4    Pfurtscheller, G.5
  • 40
    • 79951560219 scopus 로고    scopus 로고
    • Machine-learning based co-adaptive calibration for brain-computer interfaces
    • Vidaurre, C., Sannelli, C., Müller, K. R., and Blankertz, B. (2011). Machine-learning based co-adaptive calibration for brain-computer interfaces. Neural Comput. 23, 791-816.
    • (2011) Neural Comput , vol.23 , pp. 791-816
    • Vidaurre, C.1    Sannelli, C.2    Müller, K.R.3    Blankertz, B.4
  • 41
    • 33947531403 scopus 로고    scopus 로고
    • Motor imagery and stroke rehabilitation: a critical discussion
    • Vries, S., and Mulder, T. (2007). Motor imagery and stroke rehabilitation: a critical discussion. J. Rehabil. Med. 39, 5-13.
    • (2007) J. Rehabil. Med. , vol.39 , pp. 5-13
    • Vries, S.1    Mulder, T.2


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