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Volumn 8, Issue 1, 2011, Pages

Single-trial classification of motor imagery differing in task complexity: A functional near-infrared spectroscopy study

Author keywords

brain computer interface (BCI); linear discriminant analysis; motor execution; motor imagery; single trial classification; wireless functional near infrared spectroscopy (fNIRS)

Indexed keywords

HEMOGLOBIN;

EID: 79958802226     PISSN: None     EISSN: 17430003     Source Type: Journal    
DOI: 10.1186/1743-0003-8-34     Document Type: Article
Times cited : (104)

References (50)
  • 2
    • 0027235438 scopus 로고
    • Detection of dynamic changes in cerebral oxygenation coupled to neuronal function during mental work in man
    • DOI 10.1016/0304-3940(93)90094-2
    • Detection of dynamic changes in cerebral oxygenation coupled to neuronal function during mental work in men. Y Hoshi M Tamura, Neuroscience Letters 1993 150 5 8 10.1016/0304-3940(93)90094-2 8469403 (Pubitemid 23142312)
    • (1993) Neuroscience Letters , vol.150 , Issue.1 , pp. 5-8
    • Hoshi, Y.1    Tamura, M.2
  • 3
    • 47249124102 scopus 로고    scopus 로고
    • Wireless miniaturized in-vivo near infrared imaging
    • 10.1364/OE.16.010323. 18607442
    • Wireless miniaturized in-vivo near infrared imaging. T Muehlemann D Haensse M Wolf, Optics Express 2008 16 14 10323 30 10.1364/OE.16.010323 18607442
    • (2008) Optics Express , vol.16 , Issue.14 , pp. 10323-30
    • Muehlemann, T.1    Haensse, D.2    Wolf, M.3
  • 4
    • 33846639587 scopus 로고    scopus 로고
    • Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface
    • DOI 10.1016/j.neuroimage.2006.11.005, PII S1053811906011165
    • Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface. R Sitaram,, et al. NeuroImage 2007 34 4 1416 1427 10.1016/j.neuroimage.2006.11.005 17196832 (Pubitemid 46187084)
    • (2007) NeuroImage , vol.34 , Issue.4 , pp. 1416-1427
    • Sitaram, R.1    Zhang, H.2    Guan, C.3    Thulasidas, M.4    Hoshi, Y.5    Ishikawa, A.6    Shimizu, K.7    Birbaumer, N.8
  • 5
    • 37749001843 scopus 로고    scopus 로고
    • Brain-computer interface using a simplified functional near-infrared spectroscopy system
    • 10.1088/1741-2560/4/3/007. 17873424
    • Brain-computer interface using a simplified functional near-infrared spectroscopy system. SM Coyle TE Ward CM Markham, Journal of Neural Engineering 2007 4 3 219 226 10.1088/1741-2560/4/3/007 17873424
    • (2007) Journal of Neural Engineering , vol.4 , Issue.3 , pp. 219-226
    • Coyle, S.M.1    Ward, T.E.2    Markham, C.M.3
  • 6
    • 53949120466 scopus 로고    scopus 로고
    • A communication means for totally locked-in ALS patients based on changes in cerebral blood volume measured with near-infrared light
    • A Communication Means for Totally Locked-in ALS Patients Based on Changes in Cerebral Blood Volume Measured with Near-Infrared Light. M Naito,, et al. IEICE T Inf Syst 2007 90 7 1028 1037
    • (2007) IEICE T Inf Syst , vol.90 , Issue.7 , pp. 1028-1037
    • Naito, M.1
  • 7
    • 72849142724 scopus 로고    scopus 로고
    • Single-trial classification of NIRS signals during emotional induction tasks: Towards a corporeal machine interface
    • 10.1186/1743-0003-6-39. 19900285
    • Single-trial classification of NIRS signals during emotional induction tasks: towards a corporeal machine interface. K Tai T Chau, Journal of NeuroEngineering and Rehabilitation 2009 6 1 39 10.1186/1743-0003-6-39 19900285
    • (2009) Journal of NeuroEngineering and Rehabilitation , vol.6 , Issue.1 , pp. 39
    • Tai, K.1    Chau, T.2
  • 8
    • 62449226855 scopus 로고    scopus 로고
    • Decoding subjective preference from single-trial near-infrared spectroscopy signals
    • 10.1088/1741-2560/6/1/016003. 19104138
    • Decoding subjective preference from single-trial near-infrared spectroscopy signals. S Luu T Chau, Journal of Neural Engineering 2009 6 1 016003 10.1088/1741-2560/6/1/016003 19104138
    • (2009) Journal of Neural Engineering , vol.6 , Issue.1 , pp. 016003
    • Luu, S.1    Chau, T.2
  • 9
    • 0034988528 scopus 로고    scopus 로고
    • Neural simulation of action: A unifying mechanism for motor cognition
    • 10.1006/nimg.2001.0832. 11373140
    • Neural Simulation of Action: A Unifying Mechanism for Motor Cognition. M Jeannerod, NeuroImage 2001 14 1 103 S109 10.1006/nimg.2001.0832 11373140
    • (2001) NeuroImage , vol.14 , Issue.1
    • Jeannerod, M.1
  • 10
    • 0035461397 scopus 로고    scopus 로고
    • Neurophysiological mechanisms underlying the understanding and imitation of action
    • DOI 10.1038/35090060
    • Neurophysiological mechanisms underlying the understanding and imitation of actions. G Rizzolatti L Fogassi V Gallese, Nature Reviews Neuroscience 2001 2 661 670 10.1038/35090060 11533734 (Pubitemid 33674057)
    • (2001) Nature Reviews Neuroscience , vol.2 , Issue.9 , pp. 661-670
    • Rizzolatti, G.1    Fogassi, L.2    Gallese, V.3
  • 11
    • 0028042544 scopus 로고
    • The representing brain: Neural correlates of motor intention and imagery
    • 10.1017/S0140525X00034026
    • The representing brain: Neural correlates of motor intention and imagery. M Jeannerod, Behavioural Brain Research 1994 17 187 245 10.1017/ S0140525X00034026
    • (1994) Behavioural Brain Research , vol.17 , pp. 187-245
    • Jeannerod, M.1
  • 12
    • 0029051423 scopus 로고
    • Motor facilitation during action observation: A magnetic stimulation study
    • 7666169
    • Motor facilitation during action observation: a magnetic stimulation study. L Fadiga,, et al. Journal of Neurophysiology 1995 73 6 2608 2611 7666169
    • (1995) Journal of Neurophysiology , vol.73 , Issue.6 , pp. 2608-2611
    • Fadiga, L.1
  • 13
    • 0029927872 scopus 로고    scopus 로고
    • Do imagined and executed actions share the same neural substrate?
    • DOI 10.1016/0926-6410(95)00033-X
    • Do imagined and executed actions share the same neural substrate? J Decety, Cognitive Brain Research 1996 3 2 87 93 10.1016/0926-6410(95)00033-X 8713549 (Pubitemid 26094157)
    • (1996) Cognitive Brain Research , vol.3 , Issue.2 , pp. 87-93
    • Decety, J.1
  • 15
    • 77952681509 scopus 로고    scopus 로고
    • An integrated motor imagery program to improve functional task performance in neurorehabilitation: A single-blind randomized controlled trial
    • 10.1016/j.apmr.2010.03.008. 20510987
    • An Integrated Motor Imagery Program to Improve Functional Task Performance in Neurorehabilitation: A Single-Blind Randomized Controlled Trial. TJ Bovend'Eerdt,, et al. Archives of Physical Medicine and Rehabilitation 2010 91 6 939 946 10.1016/j.apmr.2010.03.008 20510987
    • (2010) Archives of Physical Medicine and Rehabilitation , vol.91 , Issue.6 , pp. 939-946
    • Bovend'Eerdt, T.J.1
  • 16
    • 25144435383 scopus 로고    scopus 로고
    • Brain-computer communication based on the dynamics of brain oscillations
    • 16106660
    • Brain-computer communication based on the dynamics of brain oscillations. G Pfurtscheller,, et al. Supplements to Clinical Neurophysiology 2004 57 583 91 16106660
    • (2004) Supplements to Clinical Neurophysiology , vol.57 , pp. 583-91
    • Pfurtscheller, G.1
  • 17
    • 77449111795 scopus 로고    scopus 로고
    • Cognitive neural prosthetics
    • 10.1146/annurev.psych.093008.100503. 19575625
    • Cognitive Neural Prosthetics. R Andersen E Hwang G Mulliken, Annual Review of Psychology 2010 61 1 169 190 10.1146/annurev.psych.093008.100503 19575625
    • (2010) Annual Review of Psychology , vol.61 , Issue.1 , pp. 169-190
    • Andersen, R.1    Hwang, E.2    Mulliken, G.3
  • 19
    • 0026088904 scopus 로고
    • The functional anatomy of motor recovery after stroke in humans: A study with positron emission tomography
    • 10.1002/ana.410290112. 1996881
    • The functional anatomy of motor recovery after stroke in humans: a study with positron emission tomography. F Chollet,, et al. Ann Neurol 1991 29 1 63 71 10.1002/ana.410290112 1996881
    • (1991) Ann Neurol , vol.29 , Issue.1 , pp. 63-71
    • Chollet, F.1
  • 20
    • 0031974190 scopus 로고    scopus 로고
    • Pilot study of functional MRI to assess cerebral activation of motor function after poststroke hemiparesis
    • Pilot Study of Functional MRI to Assess Cerebral Activation of Motor Function after Poststroke Hemiparesis. Y Cao,, et al. Stroke 1998 29 1 112 122 10.1161/01.STR.29.1.112 9445338 (Pubitemid 28046951)
    • (1998) Stroke , vol.29 , Issue.1 , pp. 112-122
    • Cao, Y.1    D'Olhaberriague, L.2    Vikingstad, E.M.3    Levine, S.R.4    Welch, K.M.A.5
  • 21
    • 0027518327 scopus 로고
    • Individual patterns of functional reorganization in the human cerebral cortex after capsular infarction
    • DOI 10.1002/ana.410330208
    • Individual patterns of functional reorganization in the human cerebral cortex after capsular infarction. C Weiller,, et al. Ann Neurol 1993 33 2 181 9 10.1002/ana.410330208 8434880 (Pubitemid 23039927)
    • (1993) Annals of Neurology , vol.33 , Issue.2 , pp. 181-189
    • Weiller, C.1    Ramsay, S.C.2    Wise, R.J.S.3    Friston, K.J.4    Frackowiak, R.S.J.5
  • 22
    • 78649531324 scopus 로고    scopus 로고
    • Testing the potential of a virtual reality neurorehabilitation system during performance of observation, imagery and imitation of motor actions recorded by wireless functional near-infrared spectroscopy (fNIRS)
    • 10.1186/1743-0003-7-57. 21122154
    • Testing the potential of a virtual reality neurorehabilitation system during performance of observation, imagery and imitation of motor actions recorded by wireless functional near-infrared spectroscopy (fNIRS). L Holper,, et al. Journal of NeuroEngineering and Rehabilitation 2010 7 1 57 10.1186/1743-0003-7-57 21122154
    • (2010) Journal of NeuroEngineering and Rehabilitation , vol.7 , Issue.1 , pp. 57
    • Holper, L.1
  • 23
    • 79960235904 scopus 로고    scopus 로고
    • Extension of mental preparation positively affects motor imagery: A functional near-infrared spectroscopy study
    • Extension of mental preparation positively affects motor imagery: a functional near-infrared spectroscopy study. L Holper,, et al. Cortex 2011
    • (2011) Cortex
    • Holper, L.1
  • 24
    • 0015021890 scopus 로고
    • The assessment and analysis of handedness: The Edinburgh inventory
    • 10.1016/0028-3932(71)90067-4. 5146491
    • The assessment and analysis of handedness: the Edinburgh inventory. R Oldfield, Neuropsychologia 1971 9 1 97 113 10.1016/0028-3932(71)90067-4 5146491
    • (1971) Neuropsychologia , vol.9 , Issue.1 , pp. 97-113
    • Oldfield, R.1
  • 25
    • 0002067138 scopus 로고
    • An instrument for assessing imagery of movement: The vividness of movement imagery questionnaire (VMIQ)
    • An instrument for assessing imagery of movement: The vividness of movement imagery questionnaire (VMIQ). A Isaac D Marks D Russell, Journal of Mental Imagery 1986 10 4 23 30
    • (1986) Journal of Mental Imagery , vol.10 , Issue.4 , pp. 23-30
    • Isaac, A.1    Marks, D.2    Russell, D.3
  • 26
    • 0003904236 scopus 로고
    • Enhancing psychomotor skill development through the use of mental practice
    • Enhancing Psychomotor Skill Development Through the Use of Mental Practice. T Whetstone, Journal of Industrial Teacher Education 1995 32 4
    • (1995) Journal of Industrial Teacher Education , vol.32 , Issue.4
    • Whetstone, T.1
  • 27
    • 28644441747 scopus 로고    scopus 로고
    • Kinesthetic, but not visual, motor imagery modulates corticomotor excitability
    • Kinesthetic, but not visual, motor imagery modulates corticomotor excitability. C Stinear,, et al. Experimental Brain Research 2006 168 1 57 164
    • (2006) Experimental Brain Research , vol.168 , Issue.1 , pp. 57-164
    • Stinear, C.1
  • 28
    • 28844443468 scopus 로고    scopus 로고
    • Imagery of motor actions: Differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG
    • DOI 10.1016/j.cogbrainres.2005.08.014, PII S0926641005002533
    • Imagery of motor actions: Differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG. C Neuper,, et al. Cognitive Brain Research 2005 25 3 668 677 10.1016/j.cogbrainres.2005.08.014 16236487 (Pubitemid 41774433)
    • (2005) Cognitive Brain Research , vol.25 , Issue.3 , pp. 668-677
    • Neuper, C.1    Scherer, R.2    Reiner, M.3    Pfurtscheller, G.4
  • 29
    • 0036331178 scopus 로고    scopus 로고
    • Different time evolution of oxyhemoglobin and deoxyhemoglobin concentration changes in the visual and motor cortices during functional stimulation: A near-infrared spectroscopy study
    • DOI 10.1006/nimg.2002.1128
    • Different time evolution of oxyhemoglobin and deoxyhemoglobin concentration changes in the visual and motor cortices during functional stimulation: a near-infrared spectroscopy study. M Wolf,, et al. NeuroImage 2002 16 3 Pt 1 704 12 12169254 (Pubitemid 34852433)
    • (2002) NeuroImage , vol.16 , Issue.3 PART 1 , pp. 704-712
    • Wolf, M.1    Wolf, U.2    Toronov, V.3    Michalos, A.4    Paunescu, L.A.5    Choi, J.H.6    Gratton, E.7
  • 31
    • 67651064297 scopus 로고    scopus 로고
    • Evaluation of the effective connectivity of supplementary motor areas during motor imagery using Granger causality mapping
    • 10.1016/j.neuroimage.2009.06.026. 19540349
    • Evaluation of the effective connectivity of supplementary motor areas during motor imagery using Granger causality mapping. H Chen,, et al. NeuroImage 2009 47 4 1844 1853 10.1016/j.neuroimage.2009.06.026 19540349
    • (2009) NeuroImage , vol.47 , Issue.4 , pp. 1844-1853
    • Chen, H.1
  • 34
    • 0023865632 scopus 로고
    • 3 and haemoglobin for the non-invasive monitoring of cerebral oxygenation
    • DOI 10.1016/0005-2728(88)90069-2
    • Characterization of the near infrared absorption spectra of cytochrome aa3 and haemoglobin for the non-invasive monitoring of cerebral oxygenation. S Wray,, et al. Biochimica et Biophysica Acta (BBA) - Bioenergetics 1988 933 1 184 192 10.1016/0005-2728(88)90069-2 (Pubitemid 18086628)
    • (1988) Biochimica et Biophysica Acta - Bioenergetics , vol.933 , Issue.1 , pp. 184-192
    • Wray, S.1    Cope, M.2    Delpy, D.T.3    Wyatt, J.S.4    Reynolds, E.O.R.5
  • 35
    • 0037150461 scopus 로고    scopus 로고
    • Maps of optical differential pathlength factor of human adult forehead, somatosensory motor and occipital regions at multi-wavelengths in NIR
    • DOI 10.1088/0031-9155/47/12/306, PII S0031915502304366
    • Maps of optical differential pathlength factor of human adult forehead, somatosensory motor and occipital regions at multi-wavelengths in NIR. H Zhao,, et al. Physics in Medicine and Biology 2002 47 2075 2093 10.1088/0031-9155/47/ 12/306 12118602 (Pubitemid 34727495)
    • (2002) Physics in Medicine and Biology , vol.47 , Issue.12 , pp. 2075-2093
    • Zhao, H.1    Tanikawa, Y.2    Gao, F.3    Onodera, Y.4    Sassaroli, A.5    Tanaka, K.6    Yamada, Y.7
  • 37
    • 0035849892 scopus 로고    scopus 로고
    • Neurophysiological investigation of the basis of the fMRI signal
    • DOI 10.1038/35084005
    • Neurophysiological investigation of the basis of the fMRI signal. NK Logothetis,, et al. Nature 2001 412 6843 150 157 10.1038/35084005 11449264 (Pubitemid 32674704)
    • (2001) Nature , vol.412 , Issue.6843 , pp. 150-157
    • Logothetis, N.K.1    Pauls, J.2    Augath, M.3    Trinath, T.4    Oeltermann, A.5
  • 38
    • 0023111978 scopus 로고
    • Cerebral location of international 10-20 system electrode placement
    • DOI 10.1016/0013-4694(87)90206-9
    • Cerebral location of international 10-20 system electrode placement. R Homan J Herman P Purdy, Electroencephalogr Clin Neurophysiol 1987 66 4 376 82 10.1016/0013-4694(87)90206-9 2435517 (Pubitemid 17030602)
    • (1987) Electroencephalography and Clinical Neurophysiology , vol.66 , Issue.4 , pp. 376-382
    • Homan, R.W.1    Herman, J.2    Purdy, P.3
  • 40
    • 38149096355 scopus 로고    scopus 로고
    • Spatio-temporal differences in brain oxygenation between movement execution and imagery: A multichannel near-infrared spectroscopy study
    • 10.1016/j.ijpsycho.2007.10.004. 18006099
    • Spatio-temporal differences in brain oxygenation between movement execution and imagery: A multichannel near-infrared spectroscopy study. SC Wriessnegger J Kurzmann C Neuper, International Journal of Psychophysiology 2008 67 1 54 63 10.1016/j.ijpsycho.2007.10.004 18006099
    • (2008) International Journal of Psychophysiology , vol.67 , Issue.1 , pp. 54-63
    • Wriessnegger, S.C.1    Kurzmann, J.2    Neuper, C.3
  • 42
    • 77954881554 scopus 로고    scopus 로고
    • Biased feedback in brain-computer interfaces
    • 10.1186/1743-0003-7-34. 20659350
    • Biased feedback in brain-computer interfaces. M Grosse-Wentrup, Journal of NeuroEngineering and Rehabilitation 2010 7 1 34 10.1186/1743-0003-7-34 20659350
    • (2010) Journal of NeuroEngineering and Rehabilitation , vol.7 , Issue.1 , pp. 34
    • Grosse-Wentrup, M.1
  • 43
    • 78649753679 scopus 로고    scopus 로고
    • Speeded Near Infrared Spectroscopy (NIRS) Response Detection
    • 10.1371/journal.pone.0015474. 21085607
    • Speeded Near Infrared Spectroscopy (NIRS) Response Detection. X Cui S Bray AL Reiss, PLoS ONE 2010 5 11 15474 10.1371/journal.pone.0015474 21085607
    • (2010) PLoS ONE , vol.5 , Issue.11 , pp. 515474
    • Cui, X.1    Bray, S.2    Reiss, A.L.3
  • 44
    • 0036616617 scopus 로고    scopus 로고
    • Principles derived from the study of simple skills do not generalize to complex skill learning
    • 10.3758/BF03196276. 21698497
    • Principles derived from the study of simple skills do not generalize to complex skill learning. G Wulf CH Shea, Psychonomic Bulletin & Review 2002 9 2 185 211 10.3758/BF03196276 21698497
    • (2002) Psychonomic Bulletin & Review , vol.9 , Issue.2 , pp. 185-211
    • Wulf, G.1    Shea, C.H.2
  • 45
    • 38949217777 scopus 로고    scopus 로고
    • Development, set-up and first results for a one-channel near-infrared spectroscopy system
    • DOI 10.1515/BMT.2008.005
    • Development, set-up and first results for a one-channel near-infrared spectroscopy system. G Bauernfeind,, et al. Biomed Tech 2008 53 36 43 10.1515/BMT.2008.005 (Pubitemid 351220661)
    • (2008) Biomedizinische Technik , vol.53 , Issue.1 , pp. 36-43
    • Bauernfeind, G.1    Leeb, R.2    Wriessnegger, S.C.3    Pfurtscheller, G.4
  • 46
    • 77955271021 scopus 로고    scopus 로고
    • Localisation of cognitive tasks used in EEG-based BCIs
    • 10.1016/j.clinph.2010.03.011. 20435514
    • Localisation of cognitive tasks used in EEG-based BCIs. MF Dyson JQ Gan, Clinical Neurophysiology 2010 121 9 1481 1493 10.1016/j.clinph.2010.03.011 20435514
    • (2010) Clinical Neurophysiology , vol.121 , Issue.9 , pp. 1481-1493
    • Dyson, M.F.1    Gan, J.Q.2
  • 47
    • 79960240132 scopus 로고    scopus 로고
    • Brain-computer interface in neurorehabilitation
    • Springer Berlin Heidelberg
    • Brain-Computer Interface in Neurorehabilitation. N Birbaumer P Sauseng, Brain-Computer Interfaces Springer Berlin Heidelberg 2010 155 169
    • (2010) Brain-Computer Interfaces , pp. 155-169
    • Birbaumer, N.1    Sauseng, P.2
  • 48
    • 77956368468 scopus 로고    scopus 로고
    • Combination of brain-computer interface training and goal-directed physical therapy in chronic stroke: A case report
    • 10.1177/1545968310368683. 20519741
    • Combination of Brain-Computer Interface Training and Goal-Directed Physical Therapy in Chronic Stroke: A Case Report. D Broetz,, et al. Neurorehabilitation and Neural Repair 2010 24 7 674 679 10.1177/1545968310368683 20519741
    • (2010) Neurorehabilitation and Neural Repair , vol.24 , Issue.7 , pp. 674-679
    • Broetz, D.1
  • 49
    • 33745954612 scopus 로고    scopus 로고
    • Motor imagery: A backdoor to the motor system after stroke?
    • DOI 10.1161/01.STR.0000226902.43357.fc, PII 0000767020060700000070
    • Motor Imagery: A Backdoor to the Motor System After Stroke? N Sharma VM Pomeroy J-C Baron, Stroke 2006 37 7 1941 1952 10.1161/01.STR.0000226902.43357.fc 16741183 (Pubitemid 44297755)
    • (2006) Stroke , vol.37 , Issue.7 , pp. 1941-1952
    • Sharma, N.1    Pomeroy, V.M.2    Baron, J.-C.3
  • 50
    • 33947108940 scopus 로고    scopus 로고
    • Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation
    • DOI 10.1113/jphysiol.2006.123067
    • Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation. BH Dobkin, The Journal of Physiology 2007 579 3 637 642 10.1113/jphysiol.2006.123067 17095557 (Pubitemid 46404347)
    • (2007) Journal of Physiology , vol.579 , Issue.3 , pp. 637-642
    • Dobkin, B.H.1


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