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Volumn 237, Issue 3, 2008, Pages 359-364

Interpreting non-random signatures in biomedical signals with Lempel-Ziv complexity

Author keywords

Auto regressive process; Lempel Ziv complexity; Surrogate testing

Indexed keywords

FOURIER TRANSFORMS; GAUSSIAN DISTRIBUTION; NONLINEAR DISTORTION; PATTERN RECOGNITION;

EID: 38749136710     PISSN: 01672789     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physd.2007.09.007     Document Type: Article
Times cited : (14)

References (30)
  • 1
    • 0016880887 scopus 로고
    • On the complexity of finite sequences
    • Ziv J., and Lempel A. On the complexity of finite sequences. IEEE Trans. Inform. Theory 22 (1976) 75-81
    • (1976) IEEE Trans. Inform. Theory , vol.22 , pp. 75-81
    • Ziv, J.1    Lempel, A.2
  • 2
    • 35949011257 scopus 로고
    • Easily calculable measure for the complexity of spatio-temporal patterns
    • Kaspar F., and Schuster H.G. Easily calculable measure for the complexity of spatio-temporal patterns. Phys. Rev. A 36 (1987) 842-848
    • (1987) Phys. Rev. A , vol.36 , pp. 842-848
    • Kaspar, F.1    Schuster, H.G.2
  • 4
    • 33747765302 scopus 로고    scopus 로고
    • Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients
    • Gomez C., Hornero R., Abasolo D., Fernandez A., and Lopez M. Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients. Med. Eng. Phys. 28 9 (2006) 851-859
    • (2006) Med. Eng. Phys. , vol.28 , Issue.9 , pp. 851-859
    • Gomez, C.1    Hornero, R.2    Abasolo, D.3    Fernandez, A.4    Lopez, M.5
  • 5
    • 33744971857 scopus 로고    scopus 로고
    • Comparison of entropy and complexity measures for the assessment of depth of sedation
    • Ferenets R., Lipping T., Anier A., Jantti V., Melto S., and Hovilehto S. Comparison of entropy and complexity measures for the assessment of depth of sedation. IEEE Trans. Biomed. Eng. 53 6 (2006) 1067-1077
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.6 , pp. 1067-1077
    • Ferenets, R.1    Lipping, T.2    Anier, A.3    Jantti, V.4    Melto, S.5    Hovilehto, S.6
  • 7
    • 12144290812 scopus 로고    scopus 로고
    • Estimating the entropy rate of spike trains via Lempel-Ziv complexity
    • Amigo J.M., Szczepanski J., Wajnryb E., and Sanchez-Vives M.V. Estimating the entropy rate of spike trains via Lempel-Ziv complexity. Neural Comput. 16 I. 4 (2004) 717-736
    • (2004) Neural Comput. , vol.16 , Issue.I. 4 , pp. 717-736
    • Amigo, J.M.1    Szczepanski, J.2    Wajnryb, E.3    Sanchez-Vives, M.V.4
  • 10
    • 33845887745 scopus 로고    scopus 로고
    • Analysis of biomedical signals by Lemepl-Ziv complexity: The effect of finite data size
    • Hu J., Gao J., and Principe J. Analysis of biomedical signals by Lemepl-Ziv complexity: The effect of finite data size. IEEE Trans. Biomed. Eng. 53 12 (2006) 2606-2609
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.12 , pp. 2606-2609
    • Hu, J.1    Gao, J.2    Principe, J.3
  • 11
    • 0031212138 scopus 로고    scopus 로고
    • Information transmission in cerebral cortex
    • Xu J., Liu Z.-R., Liu R., and Yang Q.-F. Information transmission in cerebral cortex. Physica D 106 3-4 (1997) 363-374
    • (1997) Physica D , vol.106 , Issue.3-4 , pp. 363-374
    • Xu, J.1    Liu, Z.-R.2    Liu, R.3    Yang, Q.-F.4
  • 12
    • 0002516341 scopus 로고
    • Phase-randomized surrogates can produce spurious identifications of non-random structure
    • Rapp P.E., Albano A.M., Zimmerman I.D., and Jimenez-Montano M.A. Phase-randomized surrogates can produce spurious identifications of non-random structure. Phys. Lett. A 192 (1994) 27-33
    • (1994) Phys. Lett. A , vol.192 , pp. 27-33
    • Rapp, P.E.1    Albano, A.M.2    Zimmerman, I.D.3    Jimenez-Montano, M.A.4
  • 13
    • 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. 49 11 (2002) 1371-1373
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , Issue.11 , pp. 1371-1373
    • Nagarajan, R.1
  • 14
    • 33749055162 scopus 로고    scopus 로고
    • M. Small, C.K. Tse, T. Ikeguchi, Chaotic dynamics and simulation of Japanese vowel sounds, in: European Conference on Circuit Theory and Design (ECS and IEEE), Cork, Ireland, August 2005
    • M. Small, C.K. Tse, T. Ikeguchi, Chaotic dynamics and simulation of Japanese vowel sounds, in: European Conference on Circuit Theory and Design (ECS and IEEE), Cork, Ireland, August 2005
  • 15
    • 33644796078 scopus 로고    scopus 로고
    • Tissue specificity of nonlinear dynamics in baseline fMRI
    • Deshpande G., Laconte S., Peltier S., and Hu X. Tissue specificity of nonlinear dynamics in baseline fMRI. Magn. Reson. Med. 55 3 (2006) 626-632
    • (2006) Magn. Reson. Med. , vol.55 , Issue.3 , pp. 626-632
    • Deshpande, G.1    Laconte, S.2    Peltier, S.3    Hu, X.4
  • 16
  • 17
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • Theiler J., Eubank S., Longtin A., Galdrikian B., and Farmer J.D. Testing for nonlinearity in time series: The method of surrogate data. Physica D 58 (1992) 77
    • (1992) Physica D , vol.58 , pp. 77
    • Theiler, J.1    Eubank, S.2    Longtin, A.3    Galdrikian, B.4    Farmer, J.D.5
  • 18
    • 6144236430 scopus 로고    scopus 로고
    • Improved surrogate data for nonlinearity tests
    • Schreiber T., and Schmitz A. Improved surrogate data for nonlinearity tests. Phys. Rev. Lett. 77 (1996) 635
    • (1996) Phys. Rev. Lett. , vol.77 , pp. 635
    • Schreiber, T.1    Schmitz, A.2
  • 19
    • 33646175491 scopus 로고    scopus 로고
    • Surrogate testing of linear feedback processes with non-Gaussian innovations
    • Nagarajan R. Surrogate testing of linear feedback processes with non-Gaussian innovations. Physica A 366 (2006) 530-538
    • (2006) Physica A , vol.366 , pp. 530-538
    • Nagarajan, R.1
  • 20
    • 0030627320 scopus 로고    scopus 로고
    • Validity of dimensional complexity measures of EEG signals
    • Pradhan N., and Sadasivan P.K. Validity of dimensional complexity measures of EEG signals. Internat. J. Bifur. Chaos 7 1 (1997]) 173-186
    • (1997) Internat. J. Bifur. Chaos , vol.7 , Issue.1 , pp. 173-186
    • Pradhan, N.1    Sadasivan, P.K.2
  • 22
    • 0347467995 scopus 로고    scopus 로고
    • Surrogate data for non-stationary signals
    • Lehnertz K., Elger C.E., Arnhold J., and Grassberger P. (Eds), World Scientific, Singapore
    • Schmitz A., and Schreiber T. Surrogate data for non-stationary signals. In: Lehnertz K., Elger C.E., Arnhold J., and Grassberger P. (Eds). Proceedings "Chaos in Brain?" (2000), World Scientific, Singapore
    • (2000) Proceedings "Chaos in Brain?"
    • Schmitz, A.1    Schreiber, T.2
  • 23
    • 0000223969 scopus 로고    scopus 로고
    • What can be inferred from surrogate data testing?
    • Timmer J. What can be inferred from surrogate data testing?. Phys. Rev. Lett. 85 (2000) 2647
    • (2000) Phys. Rev. Lett. , vol.85 , pp. 2647
    • Timmer, J.1
  • 24
    • 29144479336 scopus 로고    scopus 로고
    • Detecting nonlinearity in time series: Surrogate and bootstrap approaches
    • Hinich M., Mendes E., and Stone L. Detecting nonlinearity in time series: Surrogate and bootstrap approaches. Stud. Nonlinear Dynam. Econom. 9 4 (2005) 1268
    • (2005) Stud. Nonlinear Dynam. Econom. , vol.9 , Issue.4 , pp. 1268
    • Hinich, M.1    Mendes, E.2    Stone, L.3
  • 26
    • 0032061289 scopus 로고    scopus 로고
    • Cross-spectral analysis of physiological tremor and muscle activity. I: Theory and application to unsynchronized EMG
    • Timmer J., Lauk M., Pfleger W., and Deuschl G. Cross-spectral analysis of physiological tremor and muscle activity. I: Theory and application to unsynchronized EMG. Biol. Cybern. 78 (1998) 349-357
    • (1998) Biol. Cybern. , vol.78 , pp. 349-357
    • Timmer, J.1    Lauk, M.2    Pfleger, W.3    Deuschl, G.4
  • 27
    • 33645133995 scopus 로고    scopus 로고
    • Time delay and partial coherence analyses to identify cortical connectivities
    • Govindan R.B., Raethjen J., Arning K., Kopper F., and Deuschl G. Time delay and partial coherence analyses to identify cortical connectivities. Biol. Cybern. 94 4 (2006) 262-275
    • (2006) Biol. Cybern. , vol.94 , Issue.4 , pp. 262-275
    • Govindan, R.B.1    Raethjen, J.2    Arning, K.3    Kopper, F.4    Deuschl, G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.