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Volumn 10, Issue 1, 2013, Pages

EEG feature comparison and classification of simple and compound limb motor imagery

Author keywords

Common spatial patterns; Compound limb motor imagery; Event related desynchronization; Event related spectral perturbation; Power spectral entropy; Spatial distribution coefficient; Support vector machine

Indexed keywords

ADULT; ALGORITHM; ALPHA RHYTHM; ARTICLE; BETA RHYTHM; BRAIN; BRAIN CORTEX; ELECTRODE; ELECTROENCEPHALOGRAM; ENTROPY; EVENT RELATED POTENTIAL; EVOKED RESPONSE; FEMALE; HAND; HUMAN; HUMAN EXPERIMENT; IMAGERY; IMAGINATION; LIMB; MALE; MENTAL TASK; MOTOR ACTIVITY; NORMAL HUMAN; OSCILLATION; REST; SUPPORT VECTOR MACHINE; TASK PERFORMANCE; TOPOGRAPHY; COMPARATIVE STUDY; ELECTROENCEPHALOGRAPHY; FOOT; PHYSIOLOGY; YOUNG ADULT;

EID: 84885334910     PISSN: None     EISSN: 17430003     Source Type: Journal    
DOI: 10.1186/1743-0003-10-106     Document Type: Article
Times cited : (142)

References (32)
  • 1
    • 0036271135 scopus 로고    scopus 로고
    • Brain-computer interfaces for communication and control
    • DOI 10.1016/S1388-2457(02)00057-3, PII S1388245702000573
    • Brain-computer interfaces for communication and control. Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM, Clin Neurophysiol 2002 113 767 791 10.1016/S1388-2457(02)00057-3 12048038 (Pubitemid 34621187)
    • (2002) Clinical Neurophysiology , vol.113 , Issue.6 , pp. 767-791
    • Wolpaw, J.R.1    Birbaumer, N.2    McFarland, D.J.3    Pfurtscheller, G.4    Vaughan, T.M.5
  • 5
    • 0000294854 scopus 로고    scopus 로고
    • Motor imagery direct communication
    • Motor imagery and direct brain-computer communication. Pfurtscheller G, Nerper C, Proc IEEE 2001 89 1123 1134 10.1109/5.939829 (Pubitemid 33766616)
    • (2001) Proceedings of the IEEE , vol.89 , Issue.7 , pp. 1123-1134
    • Pfurtscheller, G.1    Neuper, C.2
  • 6
    • 0031578969 scopus 로고    scopus 로고
    • Motor imagery activates primary sensorimotor area in humans
    • DOI 10.1016/S0304-3940(97)00889-6, PII S0304394097008896
    • Motor imagery activates primary sensorimotor area in humans. Pfurtscheller G, Neuper C, Neurosci Lett 1997 239 65 68 10.1016/S0304-3940(97) 00889-6 9469657 (Pubitemid 28060201)
    • (1997) Neuroscience Letters , vol.239 , Issue.2-3 , pp. 65-68
    • Pfurtscheller, G.1    Neuper, C.2
  • 7
    • 34250560897 scopus 로고
    • Electrocardiograms in man: Effect of voluntary movement upon the electrical activity of the precentral gyrus
    • Electrocardiograms in man: effect of voluntary movement upon the electrical activity of the precentral gyrus. Jasper H, Penfield W, Eur Arch Psychiatry Clin Neurosci 1949 183 163 174
    • (1949) Eur Arch Psychiatry Clin Neurosci , vol.183 , pp. 163-174
    • Jasper, H.1    Penfield, W.2
  • 8
    • 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
    • DOI 10.1007/BF02520010
    • Graz Brain-Computer Interface II-Toward communication between humans and computers based on online classification of three different EEG patterns. Kalcher J, Flotzinger D, Neuper C, Gölly S, Pfurtscheller G, Med Biol Eng Comput 1996 34 382 388 10.1007/BF02520010 8945865 (Pubitemid 26362985)
    • (1996) Medical and Biological Engineering and Computing , vol.34 , Issue.5 , pp. 382-388
    • Kalcher, J.1    Flotzinger, D.2    Neuper, Ch.3    Golly, S.4    Pfurtscheller, G.5
  • 9
    • 0034644945 scopus 로고    scopus 로고
    • Brain oscillations control hand orthosis in a tetraplegic
    • 10.1016/S0304-3940(00)01471-3 11018314
    • Brain oscillations control hand orthosis in a tetraplegic. Pfurtscheller G, Guger C, Müller G, Krausz G, Neuper C, Neurosci Lett 2000 292 211 214 10.1016/S0304-3940(00)01471-3 11018314
    • (2000) Neurosci Lett , vol.292 , pp. 211-214
    • Pfurtscheller, G.1    Guger, C.2    Müller, G.3    Krausz, G.4    Neuper, C.5
  • 10
    • 77949876759 scopus 로고    scopus 로고
    • Self-paced operation of an SSVEP-Based orthosis with and without an imagery-based brain switch: A feasibility study towards a hybrid BCI
    • 20144923
    • Self-paced operation of an SSVEP-Based orthosis with and without an imagery-based «brain switch:» a feasibility study towards a hybrid BCI. Pfurtscheller G, Solis-Escalante T, Ortner R, Linortner P, Müller-Putz GR, IEEE Trans Neural Syst Rehabil Eng 2010 18 409 414 20144923
    • (2010) IEEE Trans Neural Syst Rehabil Eng , vol.18 , pp. 409-414
    • Pfurtscheller, G.1    Solis-Escalante, T.2    Ortner, R.3    Linortner, P.4    Müller-Putz, G.R.5
  • 11
    • 78549249815 scopus 로고    scopus 로고
    • A novel technique for phase synchrony measurement from the complex motor imaginary potential of combined body and limb action
    • 10.1088/1741-2560/7/4/046008 20571185
    • A novel technique for phase synchrony measurement from the complex motor imaginary potential of combined body and limb action. Zhou ZX, Wan BK, Ming D, Qi HZ, J Neural Eng 2010 7 046008 10.1088/1741-2560/7/4/046008 20571185
    • (2010) J Neural Eng , vol.7 , pp. 046008
    • Zhou, Z.X.1    Wan, B.K.2    Ming, D.3    Qi, H.Z.4
  • 12
    • 80055058442 scopus 로고    scopus 로고
    • Continuous three-dimensional cntrol of a virtual helicopter using a motor imagery based brain-computer interface
    • 10.1371/journal.pone.0026322 22046274
    • Continuous three-dimensional cntrol of a virtual helicopter using a motor imagery based brain-computer interface. Doud J, Lucas P, Pisansky T, B H, PloS one 2011 6 26322 26331 10.1371/journal.pone.0026322 22046274
    • (2011) PloS One , vol.6 , pp. 526322-526331
    • Doud, J.1    Lucas, P.2    Pisansky, T.3
  • 14
    • 0032168758 scopus 로고    scopus 로고
    • Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters
    • DOI 10.1109/86.712230
    • Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters. Pfurtscheller G, Neuper C, Schlögl A, Lugger K, IEEE Trans Rehab Eng 1998 6 316 325 10.1109/86.712230 (Pubitemid 28409340)
    • (1998) IEEE Transactions on Rehabilitation Engineering , vol.6 , Issue.3 , pp. 316-325
    • Pfurtscheller, G.1    Neuper, C.2    Schlogl, A.3    Lugger, K.4
  • 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
    • Asynchronous BCI and local neural classifiers: an overview of the adaptive brain interface project. Millán J, Del R, Mouriño J, IEEE Trans Neural Sys Rehab Eng 2003 11 159 161 10.1109/TNSRE.2003.814435 (Pubitemid 36935047)
    • (2003) IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.11 , Issue.2 , pp. 159-161
    • Millan, J.D.R.1    Mourino, J.2
  • 17
    • 33646561586 scopus 로고    scopus 로고
    • Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks
    • DOI 10.1016/j.neuroimage.2005.12.003, PII S1053811905025140
    • Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks. Pfurtscheller G, Neuper C, Schlögl A, da Silva FH L, Neuroimage 2006 31 153 159 10.1016/j.neuroimage.2005.12.003 16443377 (Pubitemid 43729000)
    • (2006) NeuroImage , vol.31 , Issue.1 , pp. 153-159
    • Pfurtscheller, G.1    Brunner, C.2    Schlogl, A.3    Lopes Da Silva, F.H.4
  • 18
    • 33947101973 scopus 로고    scopus 로고
    • Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis
    • DOI 10.1016/j.patrec.2007.01.002, PII S0167865507000116
    • Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis. Brunner C, Naeem M, Leeb R, Graimann B, Pfurtscheller G, Pattern Recogn Lett 2007 28 957 964 10.1016/j.patrec.2007.01.002 (Pubitemid 46413377)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.8 , pp. 957-964
    • Brunner, C.1    Naeem, M.2    Leeb, R.3    Graimann, B.4    Pfurtscheller, G.5
  • 20
  • 21
    • 2442671691 scopus 로고    scopus 로고
    • Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms
    • DOI 10.1109/TBME.2004.827088
    • Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms. Dornhege G, Blankertz B, Curio G, Müller KR, IEEE Trans Biomed Eng 2004 51 993 1002 10.1109/TBME.2004.827088 15188870 (Pubitemid 38661454)
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.6 , pp. 993-1002
    • Dornhege, G.1    Blankertz, B.2    Curio, G.3    Muller, K.-R.4
  • 22
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • DOI 10.1016/j.jneumeth.2003.10.009
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics. Delorme A, Makeig S, J Neurosci Methods 2004 134 9 21 10.1016/j.jneumeth.2003. 10.009 15102499 (Pubitemid 38224183)
    • (2004) Journal of Neuroscience Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 23
    • 80855148243 scopus 로고    scopus 로고
    • Atypical EEG complexity in autism spectrum conditions: A multiscale entropy analysis
    • 10.1016/j.clinph.2011.05.004 21641861
    • Atypical EEG complexity in autism spectrum conditions: a multiscale entropy analysis. Catarino A, Churches O, Baron-Cohen S, Andrade A, Ring H, Clin Neurophysiol 2011 122 2375 2383 10.1016/j.clinph.2011.05.004 21641861
    • (2011) Clin Neurophysiol , vol.122 , pp. 2375-2383
    • Catarino, A.1    Churches, O.2    Baron-Cohen, S.3    Andrade, A.4    Ring, H.5
  • 24
    • 4344623386 scopus 로고    scopus 로고
    • Cortical entropy changes with general anaesthesia: Theory and experiment
    • DOI 10.1088/0967-3334/25/4/011, PII S0967333404738484
    • Cortical entropy changes with general anaesthesia: theory and experiment. Sleigh JW, Steyn-Ross DA, Steyn-Ross ML, Grant C, Ludbrook G, Physiol Meas 2004 25 921 934 10.1088/0967-3334/25/4/011 15382831 (Pubitemid 39121174)
    • (2004) Physiological Measurement , vol.25 , Issue.4 , pp. 921-934
    • Sleigh, J.W.1    Steyn-Ross, D.A.2    Steyn-Ross, M.L.3    Grant, C.4    Ludbrook, G.5
  • 27
    • 79551538302 scopus 로고    scopus 로고
    • Regularizing common spatial patterns to improve BCI designs unified theory and new algorithms
    • 20889426
    • Regularizing common spatial patterns to improve BCI designs unified theory and new algorithms. Lotte F, Guan C, IEEE Trans Biomed Eng 2011 58 355 362 20889426
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 355-362
    • Lotte, F.1    Guan, C.2
  • 28
    • 84857884326 scopus 로고    scopus 로고
    • Stationary common spatial patterns for brain-computer interfacing
    • 10.1088/1741-2560/9/2/026013 22350439
    • Stationary common spatial patterns for brain-computer interfacing. Samek W, Vidaurre C, Müller KR, Kawanabe M, J Neural Eng 2012 9 026013 10.1088/1741-2560/9/2/026013 22350439
    • (2012) J Neural Eng , vol.9 , pp. 026013
    • Samek, W.1    Vidaurre, C.2    Müller, K.R.3    Kawanabe, M.4
  • 29
    • 34249753618 scopus 로고
    • Suppor-vector networks
    • Suppor-vector networks. Cortes C, Vapnik V, Mach Learn 1995 20 273 297
    • (1995) Mach Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 31
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • LIBSVM: a library for support vector machines. Chang CC, Lin CJ, ACM Trans Int Syst Technol 2011 2 1 27
    • (2011) ACM Trans Int Syst Technol , vol.2 , pp. 1-27
    • Chang, C.C.1    Lin, C.J.2
  • 32
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: Basic principles
    • DOI 10.1016/S1388-2457(99)00141-8, PII S1388245799001418
    • Event-related EEG/MEG synchronization and esynchronization: basic principles. Pfurtscheller G, da Silva FH L, Clin Neurophysiol 1999 110 1842 1857 10.1016/S1388-2457(99)00141-8 10576479 (Pubitemid 29454610)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2


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