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Dynamic effects and information quantifiers of statistical memory of MEG's signals at photosensitive epilepsy

Yulmetyev, R. M. and Khusaenova, E. V. and Yulmetyeva, D. G. and Hänggi, P. and Shimojo, S. and Watanabe, K. and Bhattacharya, J. (2009) Dynamic effects and information quantifiers of statistical memory of MEG's signals at photosensitive epilepsy. Mathematical Biosciences and Engineering, 6 (1). pp. 189-206. ISSN 1547-1063. https://resolver.caltech.edu/CaltechAUTHORS:20090922-194039182

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Abstract

The time series analysis of magnetoencephalographic (MEG) signals is very important both for basic brain research and for medical diagnosis and treatment. Here we discuss the crucial role of statistical memory effects (ME) in human brain functioning with photosensitive epilepsy (PSE). We study two independent statistical memory quantifiers that reflect the dynamical characteristics of neuromagnetic brain responses on a flickering stimulus of different colored combinations from a group of control subjects, which are contrasted with those from a patient with PSE. We analyze the frequency dependence of two memory measures for the neuromagnetic signals. The strong memory and the accompanying transition to a regular and robust regime of the signals' chaotic behavior in the separate areas are characteristic for a patient with PSE. This particularly interesting observation most likely identifies the regions of the protective mechanism in a human organism against occurrence of PSE.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.3934/mbe.2009.6.189DOIArticle
ORCID:
AuthorORCID
Shimojo, S.0000-0002-1290-5232
Bhattacharya, J.0000-0003-3443-9049
Additional Information:Copyright © AIMS 2008. Received July 2007, Accepted August 2008, Published December 2008. We would like to thank the referees very much for their valuable comments and suggestions. The first author is supported by the Grants of RFBR 08-02-00123a and Ministry of Education and Science of Russian Federation No. 2. 1. 1. 741.
Funders:
Funding AgencyGrant Number
Russian Foundation for Basic Research08-02-00123a
Ministry of Education and Science of Russian Federation2. 1. 1. 741
Subject Keywords:human brain; statistical memory; information quantifiers; stochastic processes; photosensitive epilepsy
Issue or Number:1
Classification Code: Mathematics Subject Classification. Primary: 94A17, 92C55; Secondary: 92C50, 60K40.
Record Number:CaltechAUTHORS:20090922-194039182
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20090922-194039182
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:16002
Collection:CaltechAUTHORS
Deposited By: Joy Painter
Deposited On:23 Sep 2009 18:46
Last Modified:03 Aug 2020 22:53

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