메뉴 건너뛰기




Volumn 21, Issue 4, 2013, Pages 607-615

Inter-trial analysis of post-movement beta activities in EEG signals using multivariate empirical mode decomposition

Author keywords

Electroencephalograph (EEG); event related synchronization (ERS); multivariate empirical mode decomposition (MEMD)

Indexed keywords

ELECTROENCEPHALOGRAPH (EEG); EVENT RELATED DESYNCHRONIZATION; EVENT-RELATED SYNCHRONIZATIONS; INTRINSIC MODE FUNCTIONS; MULTICHANNEL EEG; MULTIVARIATE EMPIRICAL MODE DECOMPOSITION (MEMD); SPECIFIC FREQUENCIES; TEMPORAL-FREQUENCY;

EID: 84880438923     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2013.2258940     Document Type: Article
Times cited : (12)

References (35)
  • 1
    • 0029045225 scopus 로고
    • Discrimination between phase-locked and non-phase-locked event-related EEG activity
    • May
    • J. Kalcher and G. Pfurtscheller, "Discrimination between phase-locked and non-phase-locked event-related EEG activity," Electroencephalogr. Clin. Neurophysiol., vol. 94, no. 5, pp. 381-384, May 1995.
    • (1995) Electroencephalogr. Clin. Neurophysiol. , vol.94 , Issue.5 , pp. 381-384
    • Kalcher, J.1    Pfurtscheller, G.2
  • 2
    • 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 and F. H. Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: Basic principles," Clin. Neurophysiol., vol. 110, no. 11, pp. 1842-1857, Nov. 1999. (Pubitemid 29454610)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2
  • 3
    • 33644776617 scopus 로고    scopus 로고
    • Relationship between event-related beta synchronization and afferent inputs: Analysis of finger movement and peripheral nerve stimulations
    • DOI 10.1016/j.clinph.2005.12.001, PII S1388245705004803
    • E. Houdayer, E. Labyt, F. Cassim, J. L. Bourriez, and P. Derambure, "Relationship between event-related beta synchronization and afferent inputs: Analysis of finger movement and peripheral nerve stimulations," Clin. Neurophysiol., vol. 117, no. 3, pp. 628-636, Mar. 2006. (Pubitemid 43343995)
    • (2006) Clinical Neurophysiology , vol.117 , Issue.3 , pp. 628-636
    • Houdayer, E.1    Labyt, E.2    Cassim, F.3    Bourriez, J.L.4    Derambure, Ph.5
  • 4
    • 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, and F. H. Lopes da Silva, "Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks," Neuroimage, vol. 31, no. 1, pp. 153-159, May 2006. (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
  • 5
    • 61549110016 scopus 로고    scopus 로고
    • MEG event-related desynchronization and synchronization deficits during basic somatosensory processing in individuals with ADHD
    • C. Dockstader, W. Gaetz, D. Cheyne, F. Wang, F. X. Castellanos, and R. Tannock, "MEG event-related desynchronization and synchronization deficits during basic somatosensory processing in individuals with ADHD," Behav. Brain Funct., vol. 4, pp. 8-8, 2008.
    • (2008) Behav. Brain Funct. , vol.4 , pp. 8-8
    • Dockstader, C.1    Gaetz, W.2    Cheyne, D.3    Wang, F.4    Castellanos, F.X.5    Tannock, R.6
  • 7
    • 20444389789 scopus 로고    scopus 로고
    • Long-term stability and consistency of EEG event-related (de-)synchronization across different cognitive tasks
    • DOI 10.1016/j.clinph.2005.03.013, PII S1388245705001306
    • C. Neuper, R. H. Grabner, A. Fink, and A. C. Neubauer, "Long-term stability and consistency of EEG event-related (de-)synchronization across different cognitive tasks," Clin. Neurophysiol., vol. 116, no. 7, pp. 1681-1694, Jul. 2005. (Pubitemid 40805449)
    • (2005) Clinical Neurophysiology , vol.116 , Issue.7 , pp. 1681-1694
    • Neuper, C.1    Grabner, R.H.2    Fink, A.3    Neubauer, A.C.4
  • 8
    • 0344286035 scopus 로고    scopus 로고
    • Event-related alpha synchronization/desynchronization in a memory-search task in adolescent survivors of childhood cancer
    • DOI 10.1016/S1388-2457(99)00170-4, PII S1388245799001704
    • P. M. Lahteenmaki, C. M. Krause, L. Sillanmaki, T. T. Salmi, and A. H. Lang, "Event-related alpha synchronization/desynchronization in a memory-search task in adolescent survivors of childhood cancer," Clin. Neurophysiol., vol. 110, no. 12, pp. 2064-2073, Dec. 1999. (Pubitemid 29528403)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.12 , pp. 2064-2073
    • Lahteenmaki, P.M.1    Krause, C.M.2    Sillanmaki, L.3    Salmi, T.T.4    Lang, A.H.5
  • 9
    • 0030595299 scopus 로고    scopus 로고
    • Post-movement synchronization of beta rhythms in the EEG over the cortical foot area in man
    • DOI 10.1016/S0304-3940(96)12991-8
    • C. Neuper and G. Pfurtscheller, "Post-movement synchronization of beta rhythms in the EEG over the cortical foot area in man," Neurosci. Lett., vol. 216, no. 1, pp. 17-20, Sep. 1996. (Pubitemid 26321039)
    • (1996) Neuroscience Letters , vol.216 , Issue.1 , pp. 17-20
    • Neuper, C.1    Pfurtscheller, G.2
  • 10
    • 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. Fontbonne, N. Lebrun, and P. Etevenon, "A new method for quantifying EEG event-related desynchronization: Amplitude envelope analysis," Electroencephalogr. Clin. Neurophysiol., vol. 98, no. 2, pp. 126-129, Feb. 1996. (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
  • 11
    • 0028181683 scopus 로고
    • Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement
    • May
    • R. Salmelin and R. Hari, "Spatiotemporal characteristics of sensorimotor neuromagnetic rhythms related to thumb movement," Neuroscience, vol. 60, no. 2, pp. 537-550, May 1994.
    • (1994) Neuroscience , vol.60 , Issue.2 , pp. 537-550
    • Salmelin, R.1    Hari, R.2
  • 12
    • 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, and R. Hari, "Functional segregation of movement-related rhythmic activity in the human brain," Neuroimage, vol. 2, no. 4, pp. 237-243, Dec. 1995. (Pubitemid 26018338)
    • (1995) NeuroImage , vol.2 , Issue.4 , pp. 237-243
    • Salmelin, R.1    Hamalainen, M.2    Kajola, M.3    Hari, R.4
  • 13
    • 0028882575 scopus 로고
    • Dynamic spectral analysis of eventrelated EEG data
    • Nov
    • G. Florian and G. Pfurtscheller, "Dynamic spectral analysis of eventrelated EEG data," Electroencephalogr. Clin. Neurophysiol., vol. 95, no. 5, pp. 393-396, Nov. 1995.
    • (1995) Electroencephalogr. Clin. Neurophysiol. , vol.95 , Issue.5 , pp. 393-396
    • Florian, G.1    Pfurtscheller, G.2
  • 14
    • 0347626249 scopus 로고    scopus 로고
    • ICA-based spatiotemporal approach for single-trial analysis of postmovement MEG beta synchronization
    • Dec
    • P. L. Lee, Y. T.Wu, L. F. Chen, Y. S. Chen, C. M. Cheng, T. C. Yeh, L. T.Ho, M. S. Chang, and J. C. Hsieh, "ICA-based spatiotemporal approach for single-trial analysis of postmovement MEG beta synchronization," Neuroimage, vol. 20, no. 4, pp. 2010-2030, Dec. 2003.
    • (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
  • 15
    • 57049162536 scopus 로고    scopus 로고
    • ICA-based analysis of movement-related modulation on beta activity of single trial MEG measurement using spatial and temporal templates
    • C. H.Wu, P. L. Lee, Y. T. Wu, and J. C. Hsieh, "ICA-based analysis of movement-related modulation on beta activity of single trial MEG measurement using spatial and temporal templates," J. Med. Biol. Eng., vol. 28, pp. 155-159, 2008.
    • (2008) J. Med. Biol. Eng. , vol.28 , pp. 155-159
    • Wu, C.H.1    Lee, P.L.2    Wu, Y.T.3    Hsieh, J.C.4
  • 16
    • 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 and B. He, "A wavelet-based time-frequency analysis approach for classification of motor imagery for brain-computer interface applications," J. Neural Eng., vol. 2, no. 4, pp. 65-72, Dec. 2005. (Pubitemid 41740523)
    • (2005) Journal of Neural Engineering , vol.2 , Issue.4 , pp. 65-72
    • Qin, L.1    He, B.2
  • 18
    • 70349576469 scopus 로고    scopus 로고
    • Singletrial analysis of cortical oscillatory activities during voluntary movements using empirical mode decomposition (EMD)-based spatiotemporal approach
    • Aug
    • P. L. Lee, L. Z. Shang, Y. T. Wu, C. H. Shu, J. C. Hsieh, Y. Y. Lin, C. H.Wu, Y. L. Liu, C. Y. Yang, C.W. Sun, and K. K. Shyu, "Singletrial analysis of cortical oscillatory activities during voluntary movements using empirical mode decomposition (EMD)-based spatiotemporal approach," Ann. Biomed. Eng., vol. 37, no. 8, pp. 1683-1700, Aug. 2009.
    • (2009) Ann. Biomed. Eng. , vol.37 , Issue.8 , pp. 1683-1700
    • Lee, P.L.1    Shang, L.Z.2    Wu, Y.T.3    Shu, C.H.4    Hsieh, J.C.5    Lin, Y.Y.6    Wu, C.H.7    Liu, Y.L.8    Yang, C.Y.9    Sun, C.W.10    Shyu, K.K.11
  • 19
    • 77955096357 scopus 로고    scopus 로고
    • Extraction of singletrial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
    • C. L. Yeh, H. C. Chang, C. H.Wu, and P. L. Lee, "Extraction of singletrial cortical beta oscillatory activities in EEG signals using empirical mode decomposition," Biomed. Eng. Online, vol. 9, p. 25, 2010.
    • (2010) Biomed. Eng. Online , vol.9 , pp. 25
    • Yeh, C.L.1    Chang, H.C.2    Wu, C.H.3    Lee, P.L.4
  • 20
    • 79951551406 scopus 로고    scopus 로고
    • Frequency recognition in an SSVEP-based brain computer interface using empirical mode decomposition and refined generalized zero-crossing
    • Mar
    • C. H. Wu, H. C. Chang, P. L. Lee, K. S. Li, J. J. Sie, C. W. Sun, C. Y. Yang, P. H. Li, H. T. Deng, and K. K. Shyu, "Frequency recognition in an SSVEP-based brain computer interface using empirical mode decomposition and refined generalized zero-crossing," J. Neurosci. Methods, vol. 196, no. 1, pp. 170-181, Mar. 2011.
    • (2011) J. Neurosci. Methods , vol.196 , Issue.1 , pp. 170-181
    • Wu, C.H.1    Chang, H.C.2    Lee, P.L.3    Li, K.S.4    Sie, J.J.5    Sun, C.W.6    Yang, C.Y.7    Li, P.H.8    Deng, H.T.9    Shyu, K.K.10
  • 21
    • 77952080754 scopus 로고    scopus 로고
    • Multivariate empirical mode decomposition
    • N. Rehman and D. P. Mandic, "Multivariate empirical mode decomposition," Proc. R. Soc. A, vol. 466, no. 2117, pp. 1291-1302, 2010.
    • (2010) Proc. R. Soc. A , vol.466 , Issue.2117 , pp. 1291-1302
    • Rehman, N.1    Mandic, D.P.2
  • 22
    • 82255179549 scopus 로고    scopus 로고
    • Multivariate EMD and full spectrum based condition monitoring for rotating machinery
    • Feb.
    • X. Zhao, T. H. Patel, and M. J. Zuo, "Multivariate EMD and full spectrum based condition monitoring for rotating machinery," Mech. Syst. Signal Proc., vol. 27, pp. 712-728, Feb. 2012.
    • (2012) Mech. Syst. Signal Proc. , vol.27 , pp. 712-728
    • Zhao, X.1    Patel, T.H.2    Zuo, M.J.3
  • 24
    • 0031082707 scopus 로고    scopus 로고
    • Equidistribution on the sphere
    • PII S1064827595281344
    • J. Cui and W. Freeden, "Equidistribution on the sphere," SIAM J. Sci. Comput., vol. 18, no. 2, pp. 595-609, 1997. (Pubitemid 127642987)
    • (1997) SIAM Journal of Scientific Computing , vol.18 , Issue.2 , pp. 595-609
    • Cui, J.1    Freeden, W.2
  • 27
    • 79954532442 scopus 로고    scopus 로고
    • Filter bank property of multivariate empirical mode decomposition
    • May
    • N. Rehman and D. P. Mandic, "Filter bank property of multivariate empirical mode decomposition," IEEE Trans. Signal Process., vol. 59, no. 5, pp. 2421-2426, May 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.5 , pp. 2421-2426
    • Rehman, N.1    Mandic, D.P.2
  • 28
    • 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 and S. Vanni, "A new method to identify multiple sources of oscillatory activity from magnetoencephalographic data," Nuroimage, vol. 15, no. 3, pp. 568-574, Mar. 2002. (Pubitemid 34852524)
    • (2002) NeuroImage , vol.15 , Issue.3 , pp. 568-574
    • Jensen, O.1    Vanni, S.2
  • 29
    • 0029126756 scopus 로고
    • Desynchronization and recovery of beta rhythms during brisk and slow self-paced finger movements in man
    • Aug
    • A. Stancak, Jr. and G. Pfurtscheller, "Desynchronization and recovery of beta rhythms during brisk and slow self-paced finger movements in man," Neurosci. Lett., vol. 196, no. 1-2, pp. 21-24, Aug. 1995.
    • (1995) Neurosci. Lett. , vol.196 , Issue.1-2 , pp. 21-24
    • Stancak Jr., A.1    Pfurtscheller, G.2
  • 30
    • 0025780805 scopus 로고
    • Neural mechanisms underlying brain waves: From neural membranes to networks
    • Aug
    • F. L. d. Silva, "Neural mechanisms underlying brain waves: From neural membranes to networks," Electroencephalogr. Clin. Neurophysiol., vol. 79, no. 2, pp. 81-93, Aug. 1991.
    • (1991) Electroencephalogr. Clin. Neurophysiol. , vol.79 , Issue.2 , pp. 81-93
    • Silva, F.L.D.1
  • 31
    • 0001113175 scopus 로고    scopus 로고
    • The generation of electric and magnetic signals of the brain by local networks
    • F. H. Lopes de Silva, "The generation of electric and magnetic signals of the brain by local networks," Comp. Human Physiol., pp. 509-531, 1996.
    • (1996) Comp. Human Physiol. , pp. 509-531
    • Silva De Lopes, F.H.1
  • 32
    • 0037441741 scopus 로고    scopus 로고
    • Analysis of EEG records in an epileptic patient using wavelet transform
    • DOI 10.1016/S0165-0270(02)00340-0, PII S0165027002003400
    • H. Adeli, Z. Zhou, and N. Dadmehr, "Analysis of EEG records in an epileptic patient using wavelet transform," J. Neurosci. Methods, vol. 123, no. 1, pp. 69-87, Feb. 2003. (Pubitemid 36173654)
    • (2003) Journal of Neuroscience Methods , vol.123 , Issue.1 , pp. 69-87
    • Adeli, H.1    Zhou, Z.2    Dadmehr, N.3
  • 33
    • 79956283096 scopus 로고    scopus 로고
    • Hardware implementation of EMD using DSP and FPGA for online signal processing
    • Jun
    • M. H. Lee, K. K. Shyu, P. L. Lee, C. M. Huang, and Y. J. Chiu, "Hardware implementation of EMD using DSP and FPGA for online signal processing," IEEE Trans. Ind. Electron., vol. 58, no. 6, pp. 2473-2481, Jun. 2011.
    • (2011) IEEE Trans. Ind. Electron. , vol.58 , Issue.6 , pp. 2473-2481
    • Lee, M.H.1    Shyu, K.K.2    Lee, P.L.3    Huang, C.M.4    Chiu, Y.J.5
  • 34
    • 84869502169 scopus 로고    scopus 로고
    • FPGA implementation for real-time empirical mode decomposition
    • Dec
    • Y. Y. Hong and Y. Q. Bao, "FPGA implementation for real-time empirical mode decomposition," IEEE Trans. Instrum. Meas., vol. 61, no. 12, pp. 3175-3184, Dec. 2012.
    • (2012) IEEE Trans. Instrum. Meas. , vol.61 , Issue.12 , pp. 3175-3184
    • Hong, Y.Y.1    Bao, Y.Q.2
  • 35
    • 84872165334 scopus 로고    scopus 로고
    • Classification of motor imagery BCI using multivariate empirical mode decomposition
    • Jan
    • C. Park, D. Looney, N. Rehman,A.Ahrabian, andD. P.Mandic, "Classification of motor imagery BCI using multivariate empirical mode decomposition," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 21, no. 1, pp. 10-22, Jan. 2013.
    • (2013) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.21 , Issue.1 , pp. 10-22
    • Park, C.1    Looney, D.2    Rehman, N.3    Ahrabian, A.4    Mandic, D.P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.