Correlation-dimension and autocorrelation fluctuations in epileptic seizure dynamics

Y C Lai, I Osorio, M A F Harrison, M G Frei, Ying-Cheng Lai

Research output: Contribution to journalArticle

29 Citations (Scopus)

Abstract

We focus on an anomalous scaling region in correlation integral [C(epsilon)] analysis of electrocorticogram in epilepsy patients. We find that epileptic seizures typically are accompanied by wide fluctuations in the slope of this scaling region. An explanation, based on analyzing the interplay between the autocorrelation and C(epsilon), is provided for these fluctuations. This anomalous slope appears to be a sensitive measure for tracking (but not predicting) seizures.

Original languageEnglish
Article number031921
Pages (from-to)-
Number of pages5
JournalPhysical Review. E, Statistical, Nonlinear and Soft Matter Physics
Volume65
Issue number3
DOIs
Publication statusPublished - Mar 2002

Keywords

  • CHAOTIC TIME-SERIES
  • BRAIN ELECTRICAL-ACTIVITY
  • HUMAN ELECTROENCEPHALOGRAM
  • CORRELATION INTEGRALS
  • PREDICTION
  • COMPLEXITY
  • ONSET

Cite this

Correlation-dimension and autocorrelation fluctuations in epileptic seizure dynamics. / Lai, Y C ; Osorio, I ; Harrison, M A F ; Frei, M G ; Lai, Ying-Cheng.

In: Physical Review. E, Statistical, Nonlinear and Soft Matter Physics, Vol. 65, No. 3, 031921, 03.2002, p. -.

Research output: Contribution to journalArticle

Lai, Y C ; Osorio, I ; Harrison, M A F ; Frei, M G ; Lai, Ying-Cheng. / Correlation-dimension and autocorrelation fluctuations in epileptic seizure dynamics. In: Physical Review. E, Statistical, Nonlinear and Soft Matter Physics. 2002 ; Vol. 65, No. 3. pp. -.
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