DocumentCode
3862009
Title
Synchronization and information flow in EEGs of epileptic patients
Author
M. Paulus;V. Komarek;T. Prochazka;Z. Hrncir;K. Sterbova
Volume
20
Issue
5
fYear
2001
Firstpage
65
Lastpage
71
Abstract
An information-theoretic approach suitable for studying synchronization phenomena in experimental time series has been applied in analysis of EEG recordings of epileptic patients. Transient phenomena leading to seizures have been characterized by increased synchronization (local and between areas) and asymmetry in information flow (the area of the epileptogenic focus drives and synchronizes adjacent areas). Although the results should be regarded as preliminary, they suggest that the method has a promising potential for localization of epileptic foci and anticipation of approaching seizures.
Keywords
"Electroencephalography","Epilepsy","Entropy","Brain","Chaos","Random variables","Mutual information","Stochastic processes","Neurons","Neurophysiology"
Journal_Title
IEEE Engineering in Medicine and Biology Magazine
Publisher
ieee
ISSN
0739-5175
Type
jour
DOI
10.1109/51.956821
Filename
956821
Link To Document