메뉴 건너뛰기




Volumn , Issue , 2013, Pages 605-608

Analysis of nonlinear dynamics of healthy and epileptic EEG signals using recurrence based complex network approach

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING COEFFICIENT; CORRELATION DIMENSIONS; ELECTRICAL DISCHARGES; ELECTROENCEPHALOGRAPHIC (EEG); EMBEDDING PARAMETERS; NON-LINEAR DYNAMICS; NON-LINEAR METHODS; RECURRENCE QUANTIFICATION ANALYSIS;

EID: 84897699683     PISSN: 19483546     EISSN: 19483554     Source Type: Conference Proceeding    
DOI: 10.1109/NER.2013.6696007     Document Type: Conference Paper
Times cited : (17)

References (30)
  • 1
    • 16344387731 scopus 로고    scopus 로고
    • Epileptic seizures and epilepsy: Definitions proposed by the international league against epilepsy (ilae) and the international bureau for epilepsy (ibe)
    • R. S. Fisher, W. v. E. Boas, W. Blume, C. Elger, P. Genton, P. Lee and J. Engel, "Epileptic Seizures and Epilepsy: Definitions Proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE)," Epilepsia, vol. 46, pp. 470472, 2005.
    • (2005) Epilepsia , vol.46 , pp. 470472
    • Fisher, R.S.1    Boas, W.V.E.2    Blume, W.3    Elger, C.4    Genton, P.5    Lee, P.6    Engel, J.7
  • 4
    • 0034809196 scopus 로고    scopus 로고
    • Chaos in the brain: A short review alluding to epilepsy, depression, exercise and lateralization
    • 9
    • S. N. Sarbadhikari and K. Chakrabarty, "Chaos in the brain: a short review alluding to epilepsy, depression, exercise and lateralization," Med. Eng. Phys., vol. 23, pp. 447-457, 9, 2001.
    • (2001) Med. Eng. Phys. , vol.23 , pp. 447-457
    • Sarbadhikari, S.N.1    Chakrabarty, K.2
  • 5
    • 0345770735 scopus 로고    scopus 로고
    • Electroencephalograms in epilepsy: Analysis and seizure prediction within the framework of Lyapunov theory
    • 6/15
    • H. R. Moser, B. Weber, H. G. Wieser and P. F. Meier, " Electroencephalograms in epilepsy: analysis and seizure prediction within the framework of Lyapunov theory," Physica D, vol. 130, pp. 291-305, 6/15, 1999.
    • (1999) Physica D , vol.130 , pp. 291-305
    • Moser, H.R.1    Weber, B.2    Wieser, H.G.3    Meier, P.F.4
  • 6
    • 0025368460 scopus 로고
    • Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures
    • L. D. Iasemidis, J. C. Sackellares, H. P. Zaveri and W. J. Williams, "Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures," Brain Topogr., vol. 2, pp. 187-201, 1990.
    • (1990) Brain Topogr. , vol.2 , pp. 187-201
    • Iasemidis, L.D.1    Sackellares, J.C.2    Zaveri, H.P.3    Williams, W.J.4
  • 7
    • 0031843242 scopus 로고    scopus 로고
    • Seizure prediction by non-linear time series analysis of brain electrical activity
    • C. E. Elger and K. Lehnertz, "Seizure prediction by non-linear time series analysis of brain electrical activity," Eur. J. Neurosci., vol. 10, pp. 786-789, 1998.
    • (1998) Eur. J. Neurosci. , vol.10 , pp. 786-789
    • Elger, C.E.1    Lehnertz, K.2
  • 9
    • 35348925885 scopus 로고    scopus 로고
    • Predictability analysis of absence seizures with permutation entropy
    • X. Li, G. Ouyang and D. A. Richards, "Predictability analysis of absence seizures with permutation entropy," Epilepsy Res., vol. 77, pp. 70, 2007.
    • (2007) Epilepsy Res. , vol.77 , pp. 70
    • Li, X.1    Ouyang, G.2    Richards, D.A.3
  • 11
    • 0028037053 scopus 로고
    • Fractal analysis of electroencephalographic signals intracerebrally recorded during 35 epileptic seizures: Evaluation of a new method for synoptic visualisation of ictal events
    • 11
    • E. T. Bullmore, M. J. Brammer, P. Bourlon, G. Alarcon, C. E. Polkey, R. Elwes and C. D. Binnie, "Fractal analysis of electroencephalographic signals intracerebrally recorded during 35 epileptic seizures: evaluation of a new method for synoptic visualisation of ictal events," Electroencephalogr. Clin. Neurophysiol., vol. 91, pp. 337345, 11, 1994.
    • (1994) Electroencephalogr. Clin. Neurophysiol. , vol.91 , pp. 337345
    • Bullmore, E.T.1    Brammer, M.J.2    Bourlon, P.3    Alarcon, G.4    Polkey, C.E.5    Elwes, R.6    Binnie, C.D.7
  • 12
    • 33846338227 scopus 로고    scopus 로고
    • Recurrence plots for the analysis of complex systems
    • N. Marwan, M. Carmen Romano, M. Thiel and J. Kurths, "Recurrence plots for the analysis of complex systems," Physics Reports, vol. 438, pp. 237-329, 2007.
    • (2007) Physics Reports , vol.438 , pp. 237-329
    • Marwan, N.1    Carmen Romano, M.2    Thiel, M.3    Kurths, J.4
  • 14
    • 77951157210 scopus 로고    scopus 로고
    • Recurrence networks-A novel paradigm for nonlinear time series analysis
    • R. V. Donner, Y. Zou, J. F. Donges, N. Marwan and J. Kurths, "Recurrence networks-A novel paradigm for nonlinear time series analysis," New Journal of Physics, vol. 12, pp. 033025, 2010.
    • (2010) New Journal of Physics , vol.12 , pp. 033025
    • Donner, R.V.1    Zou, Y.2    Donges, J.F.3    Marwan, N.4    Kurths, J.5
  • 15
    • 74249123605 scopus 로고    scopus 로고
    • Complex network approach for recurrence analysis of time series
    • N. Marwan, J. F. Donges, Y. Zou, R. V. Donner and J. Kurths, "Complex network approach for recurrence analysis of time series," Physics Letters A, vol. 373, pp. 4246-4254, 2009.
    • (2009) Physics Letters A , vol.373 , pp. 4246-4254
    • Marwan, N.1    Donges, J.F.2    Zou, Y.3    Donner, R.V.4    Kurths, J.5
  • 16
    • 0037201218 scopus 로고    scopus 로고
    • Nonlinear analysis of bivariate data with cross recurrence plots
    • N. Marwan and J. Kurths, "Nonlinear analysis of bivariate data with cross recurrence plots," Physics Letters A, vol. 302, pp. 299-307, 2002.
    • (2002) Physics Letters A , vol.302 , pp. 299-307
    • Marwan, N.1    Kurths, J.2
  • 17
    • 8444252470 scopus 로고    scopus 로고
    • Dynamical characteristics of pre-epileptic seizures in rats with recurrence quantification analysis
    • X. Li, G. Ouyang, X. Yao and X. Guan, "Dynamical characteristics of pre-epileptic seizures in rats with recurrence quantification analysis," Physics Letters A, vol. 333, pp. 164-171, 2004.
    • (2004) Physics Letters A , vol.333 , pp. 164-171
    • Li, X.1    Ouyang, G.2    Yao, X.3    Guan, X.4
  • 18
    • 33744788890 scopus 로고    scopus 로고
    • Spurious structures in recurrence plots induced by embedding
    • M. Thiel, M. C. Romano and J. Kurths, "Spurious structures in recurrence plots induced by embedding," Nonlinear Dyn., vol. 44, pp. 299-305, 2006.
    • (2006) Nonlinear Dyn. , vol.44 , pp. 299-305
    • Thiel, M.1    Romano, M.C.2    Kurths, J.3
  • 20
    • 33745216051 scopus 로고    scopus 로고
    • Complex network from pseudoperiodic time series: Topology versus dynamics
    • J. Zhang and M. Small, "Complex network from pseudoperiodic time series: Topology versus dynamics," Phys. Rev. Lett., vol. 96, pp. 238701, 2006.
    • (2006) Phys. Rev. Lett. , vol.96 , pp. 238701
    • Zhang, J.1    Small, M.2
  • 22
    • 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
    • R. G. Andrzejak, K. Lehnertz, F. Mormann, C. Rieke, P. David and C. E. Elger, "Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state," Physical Review E, vol. 64, pp. 061907, 2001.
    • (2001) Physical Review 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
  • 23
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • A. M. Fraser and H. L. Swinney, "Independent coordinates for strange attractors from mutual information," Physical Review A, vol. 33, pp. 1134, 1986.
    • (1986) Physical Review A , vol.33 , pp. 1134
    • Fraser, A.M.1    Swinney, H.L.2
  • 24
    • 35949006791 scopus 로고
    • Determining embedding dimension for phase-space reconstruction using a geometrical construction
    • M. B. Kennel, R. Brown and H. D. Abarbanel, "Determining embedding dimension for phase-space reconstruction using a geometrical construction," Physical Review A, vol. 45, pp. 3403, 1992.
    • (1992) Physical Review A , vol.45 , pp. 3403
    • Kennel, M.B.1    Brown, R.2    Abarbanel, H.D.3
  • 26
    • 44349168786 scopus 로고    scopus 로고
    • Network 'small-world-ness': A quantitative method for determining canonical network equivalence
    • M. D. Humphries and K. Gurney, "Network 'small-world-ness': a quantitative method for determining canonical network equivalence," PLoS One, vol. 3, pp. e0002051, 2008.
    • (2008) PLoS One , vol.3
    • Humphries, M.D.1    Gurney, K.2
  • 28
    • 0024326648 scopus 로고
    • Evidence of chaotic dynamics underlying the human alpha-rhythm electroencephalogram
    • A. C. Soong and C. I. Stuart, "Evidence of chaotic dynamics underlying the human alpha-rhythm electroencephalogram," Biol. Cybern., vol. 62, pp. 55-62, 1989.
    • (1989) Biol. Cybern. , vol.62 , pp. 55-62
    • Soong, A.C.1    Stuart, C.I.2
  • 29
    • 24644505364 scopus 로고    scopus 로고
    • Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field
    • C. Stam, "Nonlinear dynamical analysis of EEG and MEG: review of an emerging field," Clinical Neurophysiology, vol. 116, pp. 22662301, 2005.
    • (2005) Clinical Neurophysiology , vol.116 , pp. 22662301
    • Stam, C.1
  • 30
    • 0035150622 scopus 로고    scopus 로고
    • Epileptic seizures are characterized by changing signal complexity
    • G. K. Bergey and P. J. Franaszczuk, "Epileptic seizures are characterized by changing signal complexity," Clinical Neurophysiology, vol. 112, pp. 241-249, 2001.
    • (2001) Clinical Neurophysiology , vol.112 , pp. 241-249
    • Bergey, G.K.1    Franaszczuk, P.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.