Correlation-dimension and autocorrelation fluctuations in epileptic seizure dynamics
- 7 March 2002
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review E
- Vol. 65 (3) , 031921
- https://doi.org/10.1103/physreve.65.031921
Abstract
We focus on an anomalous scaling region in correlation integral 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 is provided for these fluctuations. This anomalous slope appears to be a sensitive measure for tracking (but not predicting) seizures.
Keywords
This publication has 30 references indexed in Scilit:
- The control of chaos: theory and applicationsPhysics Reports, 2000
- Can Epileptic Seizures be Predicted? Evidence from Nonlinear Time Series Analysis of Brain Electrical ActivityPhysical Review Letters, 1998
- Unstable periodic orbits in human epileptic activityPhysical Review E, 1997
- Plateau onset for correlation dimension: When does it occur?Physical Review Letters, 1993
- Controlling chaosPhysical Review Letters, 1990
- Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizuresBrain Topography, 1990
- Dynamics of brain electrical activityBrain Topography, 1989
- Singular-value decomposition and the Grassberger-Procaccia algorithmPhysical Review A, 1988
- Dimensionality of the Human ElectroencephalogramAnnals of the New York Academy of Sciences, 1987
- Spurious dimension from correlation algorithms applied to limited time-series dataPhysical Review A, 1986