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Annals of Biomedical Engineering
Volumn 37, Issue 8, 2009, Pages 1683-1700
Single-trial analysis of cortical oscillatory activities during voluntary movements using empirical mode decomposition (emd)-based spatiotemporal approach
Author keywords

Cortical oscillatory activity; Empirical mode decomposition (EMD); Event related synchronization; Magnetoencephalography; Motor cortex; Rolandic rhythm; Single trial
Indexed keywords

CORTICAL OSCILLATORY ACTIVITY; EMPIRICAL MODE DECOMPOSITION (EMD); EVENT-RELATED SYNCHRONIZATION; MOTOR CORTEX; ROLANDIC RHYTHM; SINGLE-TRIAL;
EID: 70349576469     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-009-9730-1     Document Type: Article
Times cited : (14)
References (63)
  • 1
    • 0028788317 scopus 로고
    • Event-related coherence during finger movement: A pilot study
    • 1:STN:280:DyaK287ktFCltQ%3D%3D
    • C. Andrew G. Pfurtscheller 1995 Event-related coherence during finger movement: a pilot study Biomed. Tech. 40 326 332 1:STN:280:DyaK287ktFCltQ%3D%3D
    • (1995) Biomed. Tech. , vol.40 , pp. 326-332
    • Andrew, C.1    Pfurtscheller, G.2
  • 2
    • 0141481978 scopus 로고    scopus 로고
    • Anticipatory cortical responses during the expectancy of a predictable painful stimulation. A high-resolution electroencephalography study
    • DOI 10.1046/j.1460-9568.2003.02851.x
    • C. Babiloni A. Brancucci F. Babiloni P. Capotosto F. Carducci F. Cincotti L. Arendt-Nielsen A. C. N. Chen P. M. Rossini 2003 Anticipatory cortical responses during the expectancy of a predictable painful stimulation. A high-resolution Electroencephalography study Eur. J. Neurosci. 18 1692 1700 10.1046/j.1460-9568.2003.02851.x 14511347 10.1046/j.1460-9568.2003.02851.x (Pubitemid 37215121)
    • (2003) European Journal of Neuroscience , vol.18 , Issue.6 , pp. 1692-1700
    • Babiloni, C.1    Brancucci, A.2    Babiloni, F.3    Capotosto, P.4    Carducci, F.5    Cincotti, F.6    Arendt-Nielsen, L.7    Chen, A.C.N.8    Rossini, P.M.9
  • 3
    • 0141887168 scopus 로고    scopus 로고
    • Deriving the respiratory sinus arrhythmia from the heartbeat time series using empirical mode decomposition
    • 10.1016/S0960-0779(03)00441-7 10.1016/S0960-0779(03)00441-7
    • R. Balocchi D. Menicucci E. Santarcangelo L. Sebastiani A. Gemignani B. Ghelarducci M. Varanini 2004 Deriving the respiratory sinus arrhythmia from the heartbeat time series using empirical mode decomposition Chaos Solitons Fractals 20 171 177 10.1016/S0960-0779(03)00441-7 10.1016/S0960-0779(03)00441-7
    • (2004) Chaos Solitons Fractals , vol.20 , pp. 171-177
    • Balocchi, R.1    Menicucci, D.2    Santarcangelo, E.3    Sebastiani, L.4    Gemignani, A.5    Ghelarducci, B.6    Varanini, M.7
  • 4
    • 33749589458 scopus 로고    scopus 로고
    • Resting state oscillatory brain dynamics in Parkinson's disease: An MEG study
    • DOI 10.1016/j.clinph.2006.06.720, PII S1388245706011321
    • J. L. Bosboom D. Stoffers C. J. Stam B. W. van Dijk H. W. Berendse E. C. H. Wolters 2006 Resting state oscillatory brain dynamics in Parkinson's disease: an MEG study Clin. Neurophysiol. 117 2521 2531 10.1016/j.clinph.2006.06.720 16997626 10.1016/j.clinph.2006.06.720 1:STN:280:DC%2BD28nht12hsg%3D%3D (Pubitemid 44548490)
    • (2006) Clinical Neurophysiology , vol.117 , Issue.11 , pp. 2521-2531
    • Bosboom, J.L.W.1    Stoffers, D.2    Stam, C.J.3    Van Dijk, B.W.4    Verbunt, J.5    Berendse, H.W.6    Wolters E., Ch.7
  • 5
    • 0029864969 scopus 로고    scopus 로고
    • A new method for quantifying EEG event-related desynchronization: Amplitude envelope analysis
    • DOI 10.1016/0013-4694(95)00192-1
    • P. Clochon J. M. Fontbonne P. Etevenon 1996 A new method for quantifying EEG event-related desynchronization: amplitude envelope analysis Electroencephalogr. Clin. Neurophysiol. 98 126 129 10.1016/0013-4694(95)00192-1 8598172 10.1016/0013-4694(95)00192-1 1:STN:280:DyaK287ntlCgtA%3D%3D (Pubitemid 26076009)
    • (1996) Electroencephalography and Clinical Neurophysiology , vol.98 , Issue.2 , pp. 126-129
    • Clochon, P.1    Fontbonne, J.-M.2    Lebrun, N.3    Etevenon, P.4
  • 6
    • 0022552148 scopus 로고
    • Separate generators with distinct orientations for N20 and P22 somatosensory evoked potentials to finger stimulation?
    • 10.1016/0168-5597(86)90012-2 2427324 10.1016/0168-5597(86)90012-2 1:STN:280:DyaL28zgtVGltQ%3D%3D
    • M. P. Deiber M. H. Giard F. Mauguiere 1986 Separate generators with distinct orientations for N20 and P22 somatosensory evoked potentials to finger stimulation? Electroencephalogr. Clin. Neurophysiol. 65 321 334 10.1016/0168-5597(86)90012-2 2427324 10.1016/0168-5597(86)90012-2 1:STN:280:DyaL28zgtVGltQ%3D%3D
    • (1986) Electroencephalogr. Clin. Neurophysiol. , vol.65 , pp. 321-334
    • Deiber, M.P.1    Giard, M.H.2    Mauguiere, F.3
  • 7
  • 8
    • 0036064946 scopus 로고    scopus 로고
    • From single-trial EEG to Brain Area dynamics
    • 10.1016/S0925-2312(02)00415-0 10.1016/S0925-2312(02)00415-0
    • A. Delorme S. Makeig M. Fabre-Thorpe T. Sejnowske 2001 From single-trial EEG to Brain Area dynamics Neurocomputing 44 1057 1064 10.1016/S0925-2312(02) 00415-0 10.1016/S0925-2312(02)00415-0
    • (2001) Neurocomputing , vol.44 , pp. 1057-1064
    • Delorme, A.1    Makeig, S.2    Fabre-Thorpe, M.3    Sejnowske, T.4
  • 9
    • 0019777412 scopus 로고
    • Non-cephalic reference recording of early somatosensory potentials to finger stimulation in adult or aging normal man: Differentiation of widespread N18 and contralateral N20 from the prerolandic P22 and N30 components
    • DOI 10.1016/0013-4694(81)91430-9
    • J. E. Desmedt G. Cheron 1981 Non-cephalic reference recording of early somatosensory potentials to finger stimulation in adult or aging normal man: differentiation of widespread N18 and contralateral N20 from the prerolandic P22 and N30 components Electroencephalogr. Clin. Neurophysiol. 52 553 570 10.1016/0013-4694(81)91430-9 6172255 10.1016/0013-4694(81)91430-9 1:STN:280:DyaL38%2FpsV2guw%3D%3D (Pubitemid 12200802)
    • (1981) Electroencephalography and Clinical Neurophysiology , vol.52 , Issue.6 , pp. 553-570
    • Desmedt, J.E.1    Cheron, G.2
  • 10
    • 33947314029 scopus 로고    scopus 로고
    • Here I am: The cortical correlates of visual self-recognition
    • DOI 10.1016/j.brainres.2007.01.055, PII S0006899307001849
    • C. Devue F. Collette E. Balteau C. Degueldre A. Luxen P. Maquet S. Bredart 2007 Here I am: the cortical correlates of visual self-recognition Brain Res. 1143 169 182 10.1016/j.brainres.2007.01.055 17306235 10.1016/j.brainres. 2007.01.055 1:CAS:528:DC%2BD2sXjsVWhtrw%3D (Pubitemid 46440817)
    • (2007) Brain Research , vol.1143 , Issue.1 , pp. 169-182
    • Devue, C.1    Collette, F.2    Balteau, E.3    Degueldre, C.4    Luxen, A.5    Maquet, P.6    Bredart, S.7
  • 11
    • 0023202393 scopus 로고
    • Cortical generators of somatosensory evoked potentials to median nerve stimulation
    • 3110649 1:STN:280:DyaL2s3lvVOrsg%3D%3D
    • D. S. Dinner H. Luders R. P. Lesser H. H. Morris 1987 Cortical generators of somatosensory evoked potentials to median nerve stimulation Neurology 37 1141 1145 3110649 1:STN:280:DyaL2s3lvVOrsg%3D%3D
    • (1987) Neurology , vol.37 , pp. 1141-1145
    • Dinner, D.S.1    Luders, H.2    Lesser, R.P.3    Morris, H.H.4
  • 12
    • 0034904039 scopus 로고    scopus 로고
    • Application of empirical mode decomposition to heart rate variability analysis
    • 10.1007/BF02345370 10.1007/BF02345370
    • J. C. Echevarria J. A. Crowe M. S. Woolfson B. R. Hayes-Gill 2001 Application of empirical mode decomposition to heart rate variability analysis Med. Biol. Eng. Comput. 39 471 479 10.1007/BF02345370 10.1007/BF02345370
    • (2001) Med. Biol. Eng. Comput. , vol.39 , pp. 471-479
    • Echevarria, J.C.1    Crowe, J.A.2    Woolfson, M.S.3    Hayes-Gill, B.R.4
  • 13
    • 0028882575 scopus 로고
    • Dynamic spectral analysis of event-related EEG data
    • 10.1016/0013-4694(95)00198-8 7489668 10.1016/0013-4694(95)00198-8 1:STN:280:DyaK28%2FotVWgug%3D%3D
    • G. Florian G. Pfurtscheller 1995 Dynamic spectral analysis of event-related EEG data Electroencephalogr. Clin. Neurophysiol. 95 393 396 10.1016/0013-4694(95)00198-8 7489668 10.1016/0013-4694(95)00198-8 1:STN:280:DyaK28%2FotVWgug%3D%3D
    • (1995) Electroencephalogr. Clin. Neurophysiol. , vol.95 , pp. 393-396
    • Florian, G.1    Pfurtscheller, G.2
  • 14
    • 33645743948 scopus 로고    scopus 로고
    • Localization of sensorimotor cortical rhythms induced by tactile stimulation using spatially filtered MEG
    • 10.1016/j.neuroimage.2005.10.009 16326116 10.1016/j.neuroimage.2005.10. 009
    • W. Gaetz D. Cheyne 2006 Localization of sensorimotor cortical rhythms induced by tactile stimulation using spatially filtered MEG NeuroImage 30 899 908 10.1016/j.neuroimage.2005.10.009 16326116 10.1016/j.neuroimage.2005.10.009
    • (2006) NeuroImage , vol.30 , pp. 899-908
    • Gaetz, W.1    Cheyne, D.2
  • 15
    • 33644927510 scopus 로고    scopus 로고
    • The effects of memory load and stimulus relevance on the EEG during a visual selective memory search task: An ERP and ERD/ERS study
    • 10.1016/j.clinph.2005.12.008 16442346 10.1016/j.clinph.2005.12.008
    • H. K. Gomarus M. Althaus A. A. Wijers R. B. Minderaa 2006 The effects of memory load and stimulus relevance on the EEG during a visual selective memory search task: an ERP and ERD/ERS study Clin. Neurophysiol. 117 871 884 10.1016/j.clinph.2005.12.008 16442346 10.1016/j.clinph.2005.12.008
    • (2006) Clin. Neurophysiol. , vol.117 , pp. 871-884
    • Gomarus, H.K.1    Althaus, M.2    Wijers, A.A.3    Minderaa, R.B.4
  • 17
    • 26244462082 scopus 로고
    • Magnetoencephalography-theory, instrumentation, and applications to noninvasive studies of the working human brain
    • 10.1103/RevModPhys.65.413 10.1103/RevModPhys.65.413 1:CAS:528: DyaK3sXlvFyktrc%3D
    • M. Hamalainen R. Hari R. J. Ilmoniemi J. Knuutila O. V. Lounasmaa 1993 Magnetoencephalography-theory, instrumentation, and applications to noninvasive studies of the working human brain Rev. Mod. Phys. 65 413 497 10.1103/RevModPhys.65.413 10.1103/RevModPhys.65.413 1:CAS:528:DyaK3sXlvFyktrc%3D
    • (1993) Rev. Mod. Phys. , vol.65 , pp. 413-497
    • Hamalainen, M.1    Hari, R.2    Ilmoniemi, R.J.3    Knuutila, J.4    Lounasmaa, O.V.5
  • 18
    • 0001138328 scopus 로고
    • A K-means clustering algorithm
    • 10.2307/2346830 10.2307/2346830
    • J. A. Hartigan M. A. Wong 1979 A K-means clustering algorithm Appl. Statist. 28 100 108 10.2307/2346830 10.2307/2346830
    • (1979) Appl. Statist. , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 20
    • 0033515031 scopus 로고    scopus 로고
    • Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia
    • DOI 10.1073/pnas.96.5.1834
    • W. Huang Z. Shen N. E. Huang Y. C. Fung 1999 Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia Proc. Natl. Acad. Sci. USA 96 1834 1839 10.1073/pnas.96.5.1834 10051555 10.1073/pnas.96.5.1834 1:CAS:528:DyaK1MXhvVSrtbo%3D (Pubitemid 29117828)
    • (1999) Proceedings of the National Academy of Sciences of the United States of America , vol.96 , Issue.5 , pp. 1834-1839
    • Huang, W.1    Shen, Z.2    Huang, N.E.3    Fung, Y.C.4
  • 21
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert Spectrum for nonlinear and nonstationary time series analysis
    • 10.1098/rspa.1998.0193 10.1098/rspa.1998.0193
    • N. E. Huang Z. Shen S. R. Long M. C. Wu H. H. Shih Q. Zheng N. C. Yen C. C. Tung H. H. Liu 1998 The empirical mode decomposition and the Hilbert Spectrum for nonlinear and nonstationary time series analysis Proc. R. Soc. Lond. A 454 903 995 10.1098/rspa.1998.0193 10.1098/rspa.1998.0193
    • (1998) Proc. R. Soc. Lond. A , vol.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3    Wu, M.C.4    Shih, H.H.5    Zheng, Q.6    Yen, N.C.7    Tung, C.C.8    Liu, H.H.9
  • 23
    • 23844443419 scopus 로고    scopus 로고
    • Recognition of motor imagery electroencephalography using independent component analysis and machine classifiers
    • DOI 10.1007/s10439-005-5772-1
    • C. I. Hung P. L. Lee Y. T. Wu L. F. Chen T. C. Yeh J. C. Hsieh 2005 Recognition of motor imagery electroencephalography using independent component analysis and machine classifiers Ann. Biomed. Eng. 33 1053 1070 10.1007/s10439-005-5772-1 16133914 10.1007/s10439-005-5772-1 (Pubitemid 41165009)
    • (2005) Annals of Biomedical Engineering , vol.33 , Issue.8 , pp. 1053-1070
    • Hung, C.-I.1    Lee, P.-L.2    Wu, Y.-T.3    Chen, L.-F.4    Yeh, T.-C.5    Hsieh, J.-C.6
  • 24
    • 0030641536 scopus 로고    scopus 로고
    • Does the P35m SEF deflection really com from the motor cortex?
    • 10.1016/S0168-5597(96)96642-3 9076260 10.1016/S0168-5597(96)96642-3 1:STN:280:DyaK2s3jtVyhuw%3D%3D
    • J. Huttunen 1997 Does the P35m SEF deflection really com from the motor cortex? Electroencephalogr. Clin. Neurophysiol. 104 101 102 10.1016/S0168- 5597(96)96642-3 9076260 10.1016/S0168-5597(96)96642-3 1:STN:280: DyaK2s3jtVyhuw%3D%3D
    • (1997) Electroencephalogr. Clin. Neurophysiol. , vol.104 , pp. 101-102
    • Huttunen, J.1
  • 25
    • 0346307721 scopus 로고    scopus 로고
    • A Fast Fixed-Point Algorithm for Independent Component Analysis
    • A. Hyvarinen E. Oja 1997 A fast fixed-point algorithm for independent component analysis Neural Comput. 9 1483 1492 10.1162/neco.1997.9.7.1483 10.1162/neco.1997.9.7.1483 (Pubitemid 127462801)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 26
    • 0036334990 scopus 로고    scopus 로고
    • A new method to identify multiple sources of oscillatory activity from magnetoencephalographic data
    • DOI 10.1006/nimg.2001.1020
    • O. Jensen S. Vanni 2002 A new method to identify multiple sources of oscillatory activity from magnetoencephalographic data Neuroimage 15 568 574 10.1006/nimg.2001.1020 11848699 10.1006/nimg.2001.1020 (Pubitemid 34852524)
    • (2002) NeuroImage , vol.15 , Issue.3 , pp. 568-574
    • Jensen, O.1    Vanni, S.2
  • 27
    • 0034760102 scopus 로고    scopus 로고
    • Analysis and visualization of single-trial event-related potentials
    • DOI 10.1002/hbm.1050
    • T. P. Jung S. Makeig M. Westerfield J. Townsend E. Courchesne J. T. Sejnowski 2001 Analysis and visualization of single-trial event-related potentials Hum. Brain Mapp. 14 166 185 10.1002/hbm.1050 11559961 10.1002/hbm.1050 1:STN:280:DC%2BD3MrhtFyrtw%3D%3D (Pubitemid 33032349)
    • (2001) Human Brain Mapping , vol.14 , Issue.3 , pp. 166-185
    • Jung, T.-P.1    Makeig, S.2    Westerfield, M.3    Townsend, J.4    Courchesne, E.5    Sejnowski, T.J.6
  • 29
    • 0029045225 scopus 로고
    • Discrimination between phase-locked and non-phase-locked event-related EEG activity
    • 10.1016/0013-4694(95)00040-6 7774524 10.1016/0013-4694(95)00040-6 1:STN:280:DyaK2M3pt1ykuw%3D%3D
    • J. Kalcher G. Pfurtscheller 1995 Discrimination between phase-locked and non-phase-locked event-related EEG activity Electroencephalogr. Clin. Neurophysiol. 94 381 384 10.1016/0013-4694(95)00040-6 7774524 10.1016/0013-4694(95)00040-6 1:STN:280:DyaK2M3pt1ykuw%3D%3D
    • (1995) Electroencephalogr. Clin. Neurophysiol. , vol.94 , pp. 381-384
    • Kalcher, J.1    Pfurtscheller, G.2
  • 30
    • 25844507980 scopus 로고    scopus 로고
    • Nonstationary nature of the brain activity as revealed by EEG/MEG: Methodological, practical and conceptual challenges
    • DOI 10.1016/j.sigpro.2005.07.010, PII S0165168405002094, Neuronal Coordination in the Brain: A Signal Processing Perspective
    • A. Y. Kaplan A. A. Fingelkurts S. V. Borisov B. S. Darkhovsky 2005 Nonstationary nature of the brain activity as revealed by EEG/MEG: methodological, practical and conceptual challenges Signal Process. 85 2190 2212 10.1016/j.sigpro.2005.07.010 10.1016/j.sigpro.2005.07.010 (Pubitemid 41394314)
    • (2005) Signal Processing , vol.85 , Issue.11 , pp. 2190-2212
    • Kaplan, A.Ya.1    Fingelkurts, A.A.2    Fingelkurts, A.A.3    Borisov, S.V.4    Darkhovsky, B.S.5
  • 32
    • 0000348063 scopus 로고    scopus 로고
    • A method for the calculation of induced band power: Implications for the significance of brain oscillations
    • DOI 10.1016/S0168-5597(97)00078-6, PII S0168559797000786
    • W. Klimesch H. Russegger M. Doppelmayr T. Pachinger 1998 A method for the calculation of induced band power: implications for the significance of brain oscillation Electroencephalogr. Clin. Neurophysiol. 108 123 130 10.1016/S0168-5597(97)00078-6 9566625 10.1016/S0168-5597(97)00078-6 1:STN:280:DyaK1c3is1aktQ%3D%3D (Pubitemid 28166119)
    • (1998) Electroencephalography and Clinical Neurophysiology - Evoked Potentials , vol.108 , Issue.2 , pp. 123-130
    • Klimesch, W.1    Russegger, H.2    Doppelmayr, M.3    Pachinger, Th.4
  • 33
    • 0347626249 scopus 로고    scopus 로고
    • ICA-based spatiotemporal approach for single-trial analysis of postmovement MEG beta synchronization
    • DOI 10.1016/j.neuroimage.2003.07.024
    • P. L. Lee Y. T. Wu L. F. Chen Y. S. Chen C. M. Cheng T. C. Yeh L. T. Ho M. S. Chang J. C. Hsieh 2003 ICA-based spatiotemporal approach for single-trial analysis of post-movement MEG beta synchronization Neuroimage 20 2010 2030 10.1016/j.neuroimage.2003.07.024 14683706 10.1016/j.neuroimage.2003.07.024 (Pubitemid 37543618)
    • (2003) NeuroImage , vol.20 , Issue.4 , pp. 2010-2030
    • Lee, P.-L.1    Wu, Y.-T.2    Chen, L.-F.3    Chen, Y.-S.4    Cheng, C.-M.5    Yeh, T.-C.6    Ho, L.-T.7    Chang, M.-S.8    Hsieh, J.-C.9
  • 34
    • 0031149380 scopus 로고    scopus 로고
    • Event-related coherence and event-related desynchronization/ synchronization in the 10 Hz and 20 Hz EEG during self-paced movements
    • L. Leocani C. T. Manganotti P. Zhuang M. Hallett 1997 Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements Electroencephalogr. Clin. Neurophysiol. 103 199 206
    • (1997) Electroencephalogr. Clin. Neurophysiol. , vol.103 , pp. 199-206
    • Leocani, L.1    Manganotti, C.T.2    Zhuang, P.3    Hallett, M.4
  • 35
    • 0025780805 scopus 로고
    • Neural mechanisms underlying brain waves: From neural membranes to networks
    • 10.1016/0013-4694(91)90044-5 1713832 10.1016/0013-4694(91)90044-5 1:STN:280:DyaK3MzitlaksQ%3D%3D
    • F. H. Lopes da Silva 1991 Neural mechanisms underlying brain waves: from neural membranes to networks Electroencephalogr. Clin. Neurophysiol. 79 81 93 10.1016/0013-4694(91)90044-5 1713832 10.1016/0013-4694(91)90044-5 1:STN:280:DyaK3MzitlaksQ%3D%3D
    • (1991) Electroencephalogr. Clin. Neurophysiol. , vol.79 , pp. 81-93
    • Lopes Da Silva, F.H.1
  • 37
    • 0031861367 scopus 로고    scopus 로고
    • Analysis of fMRI data by blind separation into independent spatial components
    • DOI 10.1002/(SICI)1097-0193(1998)6:3<160::AID-HBM5>3.0.CO;2-1
    • M. J. McKeown S. Makeig G. G. Brown T. P. Jung S. S. Kindermann A. J. Bell T. J. Sejnowski 1998 Analysis of fMRI data by blind separation into independent spatial components Hum. Brain Mapp. 6 160 188 10.1002/(SICI)1097- 0193(1998)6:3<160::AID-HBM5>3.0.CO;2-1 9673671 10.1002/(SICI)1097- 0193(1998)6:3<160::AID-HBM5>3.0.CO;2-1 1:STN:280:DyaK1czjvVCmuw%3D%3D (Pubitemid 28247339)
    • (1998) Human Brain Mapping , vol.6 , Issue.3 , pp. 160-188
    • McKeown, M.J.1    Makeig, S.2    Brown, G.G.3    Jung, T.-P.4    Kindermann, S.S.5    Bell, A.J.6    Sejnowski, T.J.7
  • 39
    • 0030279318 scopus 로고    scopus 로고
    • Nonlinearity in normal human EEG: Cycles, temporal asymmetry, nonstationarity and randomness, not chaos
    • 10.1007/s004220050304 8983161 10.1007/s004220050304 1:STN:280: DyaK2s7jslyhtg%3D%3D
    • M. Palus 1996 Nonlinearity in normal human EEG: cycles, temporal asymmetry, nonstationarity and randomness, not chaos Biol. Cybern. 75 389 396 10.1007/s004220050304 8983161 10.1007/s004220050304 1:STN:280: DyaK2s7jslyhtg%3D%3D
    • (1996) Biol. Cybern. , vol.75 , pp. 389-396
    • Palus, M.1
  • 40
    • 33847146384 scopus 로고    scopus 로고
    • Brain oscillatory 4-30 Hz responses during a visual n-back memory task with varying memory load
    • 10.1016/j.brainres.2006.12.076 10.1016/j.brainres.2006.12.076
    • M. Pesonen H. Hamalainen C. M. Krause 2006 Brain oscillatory 4-30 Hz responses during a visual n-back memory task with varying memory load Brain Res. 1138 171 177 10.1016/j.brainres.2006.12.076 10.1016/j.brainres.2006.12.076
    • (2006) Brain Res. , vol.1138 , pp. 171-177
    • Pesonen, M.1    Hamalainen, H.2    Krause, C.M.3
  • 41
    • 0017685959 scopus 로고
    • Event related cortical desynchronization detected by power measurements of scalp EEG
    • DOI 10.1016/0013-4694(77)90235-8
    • G. Pfurtscheller A. Aranibar 1977 Event-related cortical desynchronization detected by power measurements of scalp EEG Electroencephalogr. Clin. Neurophysiol. 42 817 826 10.1016/0013-4694(77)90235-8 67933 10.1016/0013-4694(77)90235-8 1:STN:280:DyaE2s7osVOksw%3D%3D (Pubitemid 8117255)
    • (1977) Electroencephalography and Clinical Neurophysiology , vol.42 , Issue.6 , pp. 817-826
    • Pfurtscheller, G.1    Aranibar, A.2
  • 42
    • 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
    • G. Pfurtscheller C. Brunner A. Schlogl F. H. Lopes da Silva 2006 Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks Neuroimage 31 153 159 10.1016/j.neuroimage.2005.12.003 16443377 10.1016/j.neuroimage.2005.12.003 1:STN:280:DC%2BD283ovVGrtg%3D%3D (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
  • 43
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: Basic principles
    • DOI 10.1016/S1388-2457(99)00141-8, PII S1388245799001418
    • G. Pfurtscheller F. H. Lopes da Silva 1999 Event-related EEG/MEG synchronization and desynchronization: basic principles Clin. Neurophysiol. 110 1842 1857 10.1016/S1388-2457(99)00141-8 10576479 10.1016/S1388-2457(99)00141-8 1:STN:280:DC%2BD3c%2FktFyqug%3D%3D (Pubitemid 29454610)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2
  • 44
    • 0001902079 scopus 로고    scopus 로고
    • Event-related desynchronization. Handbook of electroencephalography and clinical neurophysiology
    • P. Buser A. Rougeul-Buser (eds). Elsevier Amsterdam
    • Pfurtscheller, G. and F.H. Lopes da Silva. "Event-related desynchronization. Handbook of electroencephalography and clinical neurophysiology." In: EEG synchronization in cat, monkey and human during attentive states: a brief survey, edited by Buser, P. and A. Rougeul-Buser. Amsterdam: Elsevier, 1999, pp. 13-32.
    • (1999) EEG Synchronization in Cat, Monkey and Human during Attentive States: A Brief Survey , pp. 13-32
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2
  • 45
    • 0031457932 scopus 로고    scopus 로고
    • EEG-based discrimination between imagination of right and left hand movement
    • DOI 10.1016/S0013-4694(97)00080-1, PII S0013469497000801
    • G. Pfurtscheller C. Neuper D. Flotzinger M. Pregenzer 1997 EEG-based discrimination between imagination of right and left hand movement Electroencephalogr. Clin. Neurophysiol. 103 642 651 10.1016/S0013-4694(97)00080- 1 9546492 10.1016/S0013-4694(97)00080-1 1:STN:280:DyaK1c3gs1Glug%3D%3D (Pubitemid 28059088)
    • (1997) Electroencephalography and Clinical Neurophysiology , vol.103 , Issue.6 , pp. 642-651
    • Pfurtscheller, G.1    Neuper, Ch.2    Flotzinger, D.3    Pregenzer, M.4
  • 46
    • 0031845570 scopus 로고    scopus 로고
    • Postmovement beta synchronization in patients with Parkinson's disease
    • DOI 10.1097/00004691-199805000-00008
    • G. Pfurtscheller K. Pichler-Zalaudek B. Ortmayr J. Diez F. Reisecker 1998 Postmovement beta synchronization in patients with Parkinson's disease J. Clin. Neurophysiol. 15 243 250 10.1097/00004691-199805000-00008 9681562 10.1097/00004691-199805000-00008 1:STN:280:DyaK1czksVyrtQ%3D%3D (Pubitemid 28376425)
    • (1998) Journal of Clinical Neurophysiology , vol.15 , Issue.3 , pp. 243-250
    • Pfurtscheller, G.1    Pichler-Zalaudek, K.2    Ortmayr, B.3    Diez, J.4    Reisecker, F.5
  • 48
    • 28444442730 scopus 로고    scopus 로고
    • A wavelet-based time-frequency analysis approach for classification of motor imagery for brain-computer interface applications
    • DOI 10.1088/1741-2560/2/4/001, PII S1741256005980981
    • L. Qin B. He 2005 A wavelet-based time-frequency analysis approach for classification of motor imagery for brain-computer interface applications J. Neural Eng. 2 65 72 10.1088/1741-2560/2/4/001 16317229 10.1088/1741-2560/2/4/001 (Pubitemid 41740523)
    • (2005) Journal of Neural Engineering , vol.2 , Issue.4 , pp. 65-72
    • Qin, L.1    He, B.2
  • 49
    • 0035111772 scopus 로고    scopus 로고
    • Sensitivity maps and system requirements for magnetic induction tomography using a planar gradiometer
    • DOI 10.1088/0967-3334/22/1/316, PII S0967333401199065
    • J. Rosell R. Casanas H. Scharfetter 2001 Sensitivity maps and system requirements for magnetic induction tomography using a plannar gradiometer Physiol. Meas. 22 121 130 10.1088/0967-3334/22/1/316 11236873 10.1088/0967-3334/22/1/316 1:STN:280:DC%2BD3Mzmsl2jtw%3D%3D (Pubitemid 32186765)
    • (2001) Physiological Measurement , vol.22 , Issue.1 , pp. 121-130
    • Rosell, J.1    Casanas, R.2    Scharfetter, H.3
  • 50
    • 0029583187 scopus 로고
    • Functional segregation of movement-related rhythmic activity in the human brain
    • DOI 10.1006/nimg.1995.1031
    • R. Salmelin M. Hamalainen M. Kajola R. Hari 1995 Functional segregation of movement-related rhythmic activity in the human brain Neuroimage 2 237 243 10.1006/nimg.1995.1031 9343608 10.1006/nimg.1995.1031 1:STN:280: DyaK1c%2FgtlCqsQ%3D%3D (Pubitemid 26018338)
    • (1995) NeuroImage , vol.2 , Issue.4 , pp. 237-243
    • Salmelin, R.1    Hamalainen, M.2    Kajola, M.3    Hari, R.4
  • 51
    • 0028181683 scopus 로고
    • Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement
    • 10.1016/0306-4522(94)90263-1 8072694 10.1016/0306-4522(94)90263-1 1:STN:280:DyaK2czlt1GrtA%3D%3D
    • R. Salmelin R. Hari 1994 Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement Neuroscience 60 537 550 10.1016/0306-4522(94)90263-1 8072694 10.1016/0306-4522(94)90263-1 1:STN:280:DyaK2czlt1GrtA%3D%3D
    • (1994) Neuroscience , vol.60 , pp. 537-550
    • Salmelin, R.1    Hari, R.2
  • 52
    • 0027967301 scopus 로고
    • Characterization of spontaneous MEG rhythms in healthy adults
    • DOI 10.1016/0013-4694(94)90187-2
    • R. Salmelin R. Hari 1994 Characterization of spontaneous MEG rhythms in healthy adults Electroencephalogr. Clin. Neurophysiol. 91 237 248 10.1016/0013-4694(94)90187-2 7523073 10.1016/0013-4694(94)90187-2 1:STN:280:DyaK2M%2FgvFKmtg%3D%3D (Pubitemid 24310793)
    • (1994) Electroencephalography and Clinical Neurophysiology , vol.91 , Issue.4 , pp. 237-248
    • Salmelin, R.1    Hari, R.2
  • 54
    • 0033652402 scopus 로고    scopus 로고
    • Abnormal reactivity of the 20-Hz motor cortex rhythm in Unverricht Lundborg type progressive myoclonus epilepsy
    • 10.1006/nimg.2000.0660 11112402 10.1006/nimg.2000.0660 1:STN:280:DC%2BD3M7htVeisg%3D%3D
    • T. Silen N. Forss O. Jensen R. Hari 2000 Abnormal reactivity of the 20-Hz motor cortex rhythm in Unverricht Lundborg type progressive myoclonus epilepsy Neuroimage 12 707 712 10.1006/nimg.2000.0660 11112402 10.1006/nimg.2000.0660 1:STN:280:DC%2BD3M7htVeisg%3D%3D
    • (2000) Neuroimage , vol.12 , pp. 707-712
    • Silen, T.1    Forss, N.2    Jensen, O.3    Hari, R.4
  • 55
    • 0342879920 scopus 로고    scopus 로고
    • Oscillatory cortical activity and movement-related potentials in proximal and distal movements
    • DOI 10.1016/S1388-2457(99)00310-7, PII S1388245799003107
    • A. Stancak B. Feige C. H. Lucking R. Kristeva-Feige 2000 Oscillatory cortical activity and movement-related potentials in proximal and distal movements Clin. Neurophysiol. 11 636 650 10.1016/S1388-2457(99)00310-7 10.1016/S1388-2457(99)00310-7 (Pubitemid 30155986)
    • (2000) Clinical Neurophysiology , vol.111 , Issue.4 , pp. 636-650
    • Stancak Jr., A.1    Feige, B.2    Lucking, C.H.3    Kristeva-Feige, R.4
  • 56
    • 34447549227 scopus 로고    scopus 로고
    • Evaluation of cortical connectivity during real and imagined rhythmic finger tapping
    • DOI 10.1007/s10548-007-0020-7
    • M. L. Stavrinou L. Moraru L. Cimponeriu S. Della Penna A. Bezerianos 2007 Evaluation of cortical connectivity during real and imagined rhythmic finger tapping Brain Topogr. 19 137 145 10.1007/s10548-007-0020-7 17587169 10.1007/s10548-007-0020-7 (Pubitemid 47074479)
    • (2007) Brain Topography , vol.19 , Issue.3 , pp. 137-145
    • Stavrinou, M.L.1    Moraru, L.2    Cimponeriu, L.3    Della Penna, S.4    Bezerianos, A.5
  • 57
    • 0037385925 scopus 로고    scopus 로고
    • Impairment of post-movement beta synchronisation in parkinson's disease is related to laterality of tremor
    • DOI 10.1016/S1388-2457(02)00424-8
    • G. Tamas I. Szirmai L. Palvolgyi A. Takats A. Kamondi 2003 Impairment of post-movement beta synchronization in parkinson's disease is related to laterality of tremor Clin. Neurophysiol. 114 614 623 10.1016/S1388-2457(02) 00424-8 12686270 10.1016/S1388-2457(02)00424-8 (Pubitemid 36398584)
    • (2003) Clinical Neurophysiology , vol.114 , Issue.4 , pp. 614-623
    • Tamas, G.1    Szirmai, I.2    Palvolgyi, L.3    Takats, A.4    Kamondi, A.5
  • 58
    • 0033831816 scopus 로고    scopus 로고
    • Movement-related desynchronization of the cerebral cortex studied with spatially filtered magnetoencephalography
    • DOI 10.1006/nimg.2000.0611
    • M. Taniguchi A. Kato N. Fujita M. Hirata H. Tanaka T. Kihara H. Ninomiya N. Hirabuki H. Nakamura S. E. Robinson D. Cheyne T. Yoshimine 2000 Movement-related desynchronization of the cerebral cortex studied with spatially filtered magnetoencephalography Neuroimage 12 298 306 10.1006/nimg.2000.0611 10944412 10.1006/nimg.2000.0611 1:STN:280:DC%2BD3cvotFKisQ%3D%3D (Pubitemid 30693980)
    • (2000) NeuroImage , vol.12 , Issue.3 , pp. 298-306
    • Taniguchi, M.1    Kato, A.2    Fujita, N.3    Hirata, M.4    Tanaka, H.5    Kihara, T.6    Ninomiya, H.7    Hirabuki, N.8    Nakamura, H.9    Robinson, S.E.10    Cheyne, D.11    Yoshimine, T.12
  • 59
    • 0029152941 scopus 로고
    • Signal-space projections of MEG data characterize both distributed and well-localized neuroal sources
    • 10.1016/0013-4694(95)00064-6 7555909 10.1016/0013-4694(95)00064-6 1:STN:280:DyaK28%2FktFansg%3D%3D
    • C. D. Tesche M. A. Unsitalo R. J. Ilmoniemi M. Huotilainen M. Kajola O. Salonen 1995 Signal-space projections of MEG data characterize both distributed and well-localized neuroal sources Electroencephalogr. Clin. Neurophysiol. 95 189 200 10.1016/0013-4694(95)00064-6 7555909 10.1016/0013-4694(95)00064-6 1:STN:280:DyaK28%2FktFansg%3D%3D
    • (1995) Electroencephalogr. Clin. Neurophysiol. , vol.95 , pp. 189-200
    • Tesche, C.D.1    Unsitalo, M.A.2    Ilmoniemi, R.J.3    Huotilainen, M.4    Kajola, M.5    Salonen, O.6
  • 60
    • 2442587822 scopus 로고    scopus 로고
    • Motor imagery task classification for brain computer interface applications using spatiotemporal principle component analysis
    • DOI 10.1179/016164104225013950
    • A. Vallabhaneni B. He 2004 Motor imagery task classification for brain computer interface applications using spatiotemporal principle component analysis Neurol. Res. 26 282 287 10.1179/016164104225013950 15142321 10.1179/016164104225013950 (Pubitemid 38620048)
    • (2004) Neurological Research , vol.26 , Issue.3 , pp. 282-287
    • Vallabhaneni, A.1    He, B.2
  • 61
    • 0032820146 scopus 로고    scopus 로고
    • N30 and the effect of explorative finger movements: A model of the contribution of the motor cortex to early somatosensory potentials
    • DOI 10.1016/S1388-2457(99)00092-9, PII S1388245799000929
    • T. D. Waberski H. Buchner M. Perkuhn R. Gobbele M. Wagner W. Kucker J. Silny 1999 N30 and the effect of explorative finger movements: a model of the contribution of the motor cortex to early somatosensory potentials Clin. Neurophysiol. 110 1589 1600 10.1016/S1388-2457(99)00092-9 10479026 10.1016/S1388-2457(99)00092-9 1:STN:280:DyaK1Mvgs1Wnsg%3D%3D (Pubitemid 29410431)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.9 , pp. 1589-1600
    • Waberski, T.D.1    Buchner, H.2    Perkuhn, M.3    Gobbele, R.4    Wagner, M.5    Kucker, W.6    Silny, J.7
  • 63
    • 15944404625 scopus 로고    scopus 로고
    • A simple boundary process technique for empirical mode decomposition
    • K. Zeng M. X. He 2004 A simple boundary process technique for empirical mode decomposition Int. Geosci. Remote Sens. Symp. 6 4258 4261
    • (2004) Int. Geosci. Remote Sens. Symp. , vol.6 , pp. 4258-4261
    • Zeng, K.1    He, M.X.2

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