메뉴 건너뛰기




Volumn 126, Issue 3, 2015, Pages 541-548

Multiscale Lempel-Ziv complexity for EEG measures

Author keywords

Complexity; EEG; Lempel Ziv; Multiscale method

Indexed keywords

ALPHA RHYTHM; ARTICLE; BETA RHYTHM; CALCULATION; ELECTROENCEPHALOGRAM; ENTROPY; EYE MOVEMENT; HUMAN; MATHEMATICAL ANALYSIS; OSCILLATION; PRIORITY JOURNAL; PROBABILITY; WHITE NOISE; BRAIN; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; FACTUAL DATABASE; PHYSIOLOGY; PROCEDURES;

EID: 84922509152     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2014.07.012     Document Type: Article
Times cited : (69)

References (32)
  • 1
    • 33750333534 scopus 로고    scopus 로고
    • Interpretation of the Lempel-Ziv complexity measure in the context of biomedical signal analysis
    • Aboy M., Hornero R., Abásolo D., Álvarez D. Interpretation of the Lempel-Ziv complexity measure in the context of biomedical signal analysis. IEEE Trans Biomed Eng 2006, 53:2282-2288.
    • (2006) IEEE Trans Biomed Eng , vol.53 , pp. 2282-2288
    • Aboy, M.1    Hornero, R.2    Abásolo, D.3    Álvarez, D.4
  • 2
    • 0035682573 scopus 로고    scopus 로고
    • Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state
    • Andrzejak R.G., Lehnertz K., Mormann F., Rieke C., David P., Elger C.E. Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state. Phys Rev E 2001, 64:061907.
    • (2001) Phys Rev E , vol.64 , pp. 061907
    • Andrzejak, R.G.1    Lehnertz, K.2    Mormann, F.3    Rieke, C.4    David, P.5    Elger, C.E.6
  • 4
    • 70350022755 scopus 로고    scopus 로고
    • EEG differences in children between eyes-closed and eyes-open resting conditions
    • Barry R.J., Clarke A.R., Johnstone S.J., Brown C.R. EEG differences in children between eyes-closed and eyes-open resting conditions. Clin Neurophysiol 2009, 120:1806-1811.
    • (2009) Clin Neurophysiol , vol.120 , pp. 1806-1811
    • Barry, R.J.1    Clarke, A.R.2    Johnstone, S.J.3    Brown, C.R.4
  • 5
    • 3042523540 scopus 로고    scopus 로고
    • Neuronal oscillations in cortical networks
    • Buzsáki G., Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304:1926.
    • (2004) Science , vol.304 , pp. 1926
    • Buzsáki, G.1    Draguhn, A.2
  • 6
    • 80855148243 scopus 로고    scopus 로고
    • Atypical EEG complexity in autism spectrum conditions: a multiscale entropy analysis
    • Catarino A., Churches O., Baron-Cohen S., Andrade A., Ring H. Atypical EEG complexity in autism spectrum conditions: a multiscale entropy analysis. Clin Neurophysiol 2011, 122:2375-2383.
    • (2011) Clin Neurophysiol , vol.122 , pp. 2375-2383
    • Catarino, A.1    Churches, O.2    Baron-Cohen, S.3    Andrade, A.4    Ring, H.5
  • 7
    • 1842722362 scopus 로고    scopus 로고
    • Multiscale entropy analysis of complex physiologic time series
    • Costa M., Goldberger A.L., Peng C.K. Multiscale entropy analysis of complex physiologic time series. Phys Rev Lett 2002, 89:068102.
    • (2002) Phys Rev Lett , vol.89 , pp. 068102
    • Costa, M.1    Goldberger, A.L.2    Peng, C.K.3
  • 10
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics
    • Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics. J Neurosci Methods 2004, 134:9-21.
    • (2004) J Neurosci Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 13
    • 84922487601 scopus 로고    scopus 로고
    • EEG scaling difference between eyes-closed and eyes-open conditions by detrended fluctuation analysis
    • Springer, The Netherlands, R. Wang, E. Shen, F. Gu (Eds.)
    • Gao T., Wu D., Yao D. EEG scaling difference between eyes-closed and eyes-open conditions by detrended fluctuation analysis. Advances in cognitive neurodynamics 2008, 501-504. Springer, The Netherlands. R. Wang, E. Shen, F. Gu (Eds.).
    • (2008) Advances in cognitive neurodynamics , pp. 501-504
    • Gao, T.1    Wu, D.2    Yao, D.3
  • 14
    • 33747765302 scopus 로고    scopus 로고
    • Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients
    • Gómez C., Hornero R., Abásolo D., Fernández A., López M. Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients. Med Eng Phys 2006, 9:851-859.
    • (2006) Med Eng Phys , vol.9 , pp. 851-859
    • Gómez, C.1    Hornero, R.2    Abásolo, D.3    Fernández, A.4    López, M.5
  • 15
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm S. A simple sequentially rejective multiple test procedure. Scand J Stat 1979, 6:65-70.
    • (1979) Scand J Stat , vol.6 , pp. 65-70
    • Holm, S.1
  • 16
    • 65849107548 scopus 로고    scopus 로고
    • Non-linear analysis of EEG and MEG in patients with Alzheimer's disease
    • Hornero R., Abásolo D., Escudero J., Gómez C. Non-linear analysis of EEG and MEG in patients with Alzheimer's disease. Philos Trans R Soc A 2009, 367:317-336.
    • (2009) Philos Trans R Soc A , vol.367 , pp. 317-336
    • Hornero, R.1    Abásolo, D.2    Escudero, J.3    Gómez, C.4
  • 17
    • 84857788480 scopus 로고    scopus 로고
    • Characterization of early partial seizure onset: frequency, complexity and entropy
    • Jouny C.C., Bergey C.K. Characterization of early partial seizure onset: frequency, complexity and entropy. Clin Neurophysiol 2012, 123:658-669.
    • (2012) Clin Neurophysiol , vol.123 , pp. 658-669
    • Jouny, C.C.1    Bergey, C.K.2
  • 18
    • 35949011257 scopus 로고
    • Easily calculable measure for the complexity of spatiotemporal patterns
    • Kaspar F., Schuster H.G. Easily calculable measure for the complexity of spatiotemporal patterns. Phys Rev A 1987, 36:842-848.
    • (1987) Phys Rev A , vol.36 , pp. 842-848
    • Kaspar, F.1    Schuster, H.G.2
  • 19
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of information
    • Kolmogorov A.N. Three approaches to the quantitative definition of information. Probl Inf Transm 1965, 1:1-7.
    • (1965) Probl Inf Transm , vol.1 , pp. 1-7
    • Kolmogorov, A.N.1
  • 20
    • 0016880887 scopus 로고
    • On the complexity of finite sequences
    • Lempel A., Ziv J. On the complexity of finite sequences. IEEE Trans Inf Theory 1976, IT-22:75-81.
    • (1976) IEEE Trans Inf Theory , vol.IT-22 , pp. 75-81
    • Lempel, A.1    Ziv, J.2
  • 21
    • 42749087765 scopus 로고    scopus 로고
    • Abnormal EEC complexity in patients with schizophrenia and depression
    • Li Y., Tong S., Liu D., Gai Y., Wang X., Wang J., et al. Abnormal EEC complexity in patients with schizophrenia and depression. Clin Neurophysiol 2008, 119:1232-1241.
    • (2008) Clin Neurophysiol , vol.119 , pp. 1232-1241
    • Li, Y.1    Tong, S.2    Liu, D.3    Gai, Y.4    Wang, X.5    Wang, J.6
  • 22
    • 84893613165 scopus 로고    scopus 로고
    • Revealing the brain's adaptability and the transcranial direct current stimulation facilitating effect in inhibitory control by multiscale entropy
    • Liang W.K., Lo M.T., Yang A.C., Peng C.K., Cheng S.K., Tseng P., Juan C.H. Revealing the brain's adaptability and the transcranial direct current stimulation facilitating effect in inhibitory control by multiscale entropy. Neuroimage 2014, 90:218-234.
    • (2014) Neuroimage , vol.90 , pp. 218-234
    • Liang, W.K.1    Lo, M.T.2    Yang, A.C.3    Peng, C.K.4    Cheng, S.K.5    Tseng, P.6    Juan, C.H.7
  • 23
    • 0036845247 scopus 로고    scopus 로고
    • Quantifying physiological data with Lempel-Ziv complexity - certain issues
    • Nagarajan R. Quantifying physiological data with Lempel-Ziv complexity - certain issues. IEEE Trans Biomed Eng 2002, 49:1371-1373.
    • (2002) IEEE Trans Biomed Eng , vol.49 , pp. 1371-1373
    • Nagarajan, R.1
  • 25
    • 33749860454 scopus 로고    scopus 로고
    • Approximate entropy as a measure of irregularity for psychiatric serial metrics
    • Pincus S. Approximate entropy as a measure of irregularity for psychiatric serial metrics. Bipolar Disord 2006, 8:430-440.
    • (2006) Bipolar Disord , vol.8 , pp. 430-440
    • Pincus, S.1
  • 26
    • 34547748489 scopus 로고    scopus 로고
    • Introduction to EEG
    • Wiley, New York, S. Sanei, J. Chambers (Eds.)
    • Sanei S., Chambers J. Introduction to EEG. EEG signal processing 2007, 1-35. Wiley, New York. S. Sanei, J. Chambers (Eds.).
    • (2007) EEG signal processing , pp. 1-35
    • Sanei, S.1    Chambers, J.2
  • 27
    • 50549204079 scopus 로고
    • A formal theory of inductive inference
    • Solomonoff R.J. A formal theory of inductive inference. Inf Control 1964, 224-254.
    • (1964) Inf Control , pp. 224-254
    • Solomonoff, R.J.1
  • 28
    • 24644505364 scopus 로고    scopus 로고
    • Nonlinear dynamical analysis of EEG and MEG: review of an emerging field
    • Stam C.J. Nonlinear dynamical analysis of EEG and MEG: review of an emerging field. Clin Neurophysiol 2005, 116:2266-2301.
    • (2005) Clin Neurophysiol , vol.116 , pp. 2266-2301
    • Stam, C.J.1
  • 30
    • 77950531998 scopus 로고    scopus 로고
    • Antipsychotics reverse abnormal EEG complexity in drug-naïve schizophrenia: a multiscale entropy analysis
    • Takahashi T., Cho R.Y., Mizuno T., Kikuchi M., Murata T., Takahashi K., Wada Y. Antipsychotics reverse abnormal EEG complexity in drug-naïve schizophrenia: a multiscale entropy analysis. Neuroimage 2010, 51:173-182.
    • (2010) Neuroimage , vol.51 , pp. 173-182
    • Takahashi, T.1    Cho, R.Y.2    Mizuno, T.3    Kikuchi, M.4    Murata, T.5    Takahashi, K.6    Wada, Y.7
  • 32
    • 0035200464 scopus 로고    scopus 로고
    • EEG complexity as a measure of depth of anesthesia for patients
    • Zhang X.S., Roy R.J., Jensen E.W. EEG complexity as a measure of depth of anesthesia for patients. IEEE Trans Biomed Eng 2001, 48:1424-1433.
    • (2001) IEEE Trans Biomed Eng , vol.48 , pp. 1424-1433
    • Zhang, X.S.1    Roy, R.J.2    Jensen, E.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.