Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients

被引:986
作者
Mormann, F
Lehnertz, K
David, P
Elger, CE
机构
[1] Univ Bonn, Clin Epileptol, D-53105 Bonn, Germany
[2] Univ Bonn, Inst Radiat & Nucl Phys, D-53115 Bonn, Germany
来源
PHYSICA D | 2000年 / 144卷 / 3-4期
关键词
Hilbert transform; mean phase coherence; phase synchronization; electroencephalogram; epilepsy;
D O I
10.1016/S0167-2789(00)00087-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We apply the concept of phase synchronization of chaotic and/or noisy systems and the statistical distribution of the relative instantaneous phases to electroencephalograms (EEGs) recorded from patients with temporal lobe epilepsy. Using the mean phase coherence as a statistical measure for phase synchronization, we observe characteristic spatial and temporal shifts in synchronization that appear to be strongly related to pathological activity. In particular, we observe distinct differences in the degree of synchronization between recordings from seizure-free intervals and those before an impending seizure, indicating an altered state of brain dynamics prior to seizure activity. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:358 / 369
页数:12
相关论文
共 41 条
  • [1] ANDRZEJAK RG, CLIN NEUROPHYSIOL
  • [2] [Anonymous], 1989, SEIZUREEPILEPSY
  • [3] A robust method for detecting interdependences: application to intracranially recorded EEG
    Arnhold, J
    Grassberger, P
    Lehnertz, K
    Elger, CE
    [J]. PHYSICA D-NONLINEAR PHENOMENA, 1999, 134 (04) : 419 - 430
  • [5] STATIONARITY OF THE EEG SERIES
    BLANCO, S
    GARCIA, H
    QUIROGA, RQ
    ROMANELLI, L
    ROSSO, OA
    [J]. IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1995, 14 (04): : 395 - 399
  • [6] Boashash B., 1992, TIME FREQUENCY SIGNA
  • [7] Characterizing nonlinearity in invasive EEG recordings from temporal lobe epilepsy
    Casdagli, MC
    Iasemidis, LD
    Sackellares, JC
    Roper, SN
    Gilmore, RL
    Savit, RS
    [J]. PHYSICA D, 1996, 99 (2-3): : 381 - 399
  • [8] Engel J Jr, 1997, Epilepsy: A Comprehensive Textbook
  • [9] COHERENCE AND PHASE DYNAMICS OF SPATIALLY COUPLED SOLID-STATE LASERS
    FABINY, L
    COLET, P
    ROY, R
    LENSTRA, D
    [J]. PHYSICAL REVIEW A, 1993, 47 (05): : 4287 - 4296
  • [10] Real-time tracking of memory formation in the human rhinal cortex and hippocampus
    Fernández, G
    Effern, A
    Grunwald, T
    Pezer, N
    Lehnertz, K
    Dümpelmann, M
    Van Roost, D
    Elger, CE
    [J]. SCIENCE, 1999, 285 (5433) : 1582 - 1585