Statistical memory of meg signals at photosensitive epilepsy

R. M. Yulmetyev; E. V. Khusaenova; D. G. Yulmetyeva; P. HÄnggi; S. Shimojo; K. Watanabe; J. Bhattacharya

doi:10.1142/S0218127408022032

Statistical memory of meg signals at photosensitive epilepsy

R. M. Yulmetyev, E. V. Khusaenova, D. G. Yulmetyeva, P. HÄnggi, S. Shimojo, K. Watanabe, J. Bhattacharya

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

Here we discuss the remarkable role of the statistical memory effects in the human brain functioning at photosensitive epilepsy (PSE). We have analyzed three independent statistical memory quantifiers for the magnetoencephalographic (MEG) signals. These quantifiers reflect the dynamical characteristics of neuromagnetic brain responses to a flickering stimulus of different color combinations. Results for a group of control subjects are contrasted with those from a patient with PSE. The emergence of the strong memory and the transition to a regular and robust regime of chaotic behavior of the signals in separate areas is characteristic for a patient with PSE versus a healthy brain.

Original language	English
Pages (from-to)	2799-2805
Number of pages	7
Journal	International Journal of Bifurcation and Chaos
Volume	18
Issue number	9
DOIs	https://doi.org/10.1142/S0218127408022032
Publication status	Published - 2008 Sept
Externally published	Yes

Keywords

Human brain
Information quantifiers
Photosensitive epilepsy
Statistical memory
Stochastic non-Markov processes

ASJC Scopus subject areas

Modelling and Simulation
Engineering (miscellaneous)
General
Applied Mathematics

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1142/S0218127408022032

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@article{3548f6305a1740af8f02114cf937f8dd,

title = "Statistical memory of meg signals at photosensitive epilepsy",

abstract = "Here we discuss the remarkable role of the statistical memory effects in the human brain functioning at photosensitive epilepsy (PSE). We have analyzed three independent statistical memory quantifiers for the magnetoencephalographic (MEG) signals. These quantifiers reflect the dynamical characteristics of neuromagnetic brain responses to a flickering stimulus of different color combinations. Results for a group of control subjects are contrasted with those from a patient with PSE. The emergence of the strong memory and the transition to a regular and robust regime of chaotic behavior of the signals in separate areas is characteristic for a patient with PSE versus a healthy brain.",

keywords = "Human brain, Information quantifiers, Photosensitive epilepsy, Statistical memory, Stochastic non-Markov processes",

author = "Yulmetyev, {R. M.} and Khusaenova, {E. V.} and Yulmetyeva, {D. G.} and P. H{\"A}nggi and S. Shimojo and K. Watanabe and J. Bhattacharya",

note = "Funding Information: This work was supported by the Grants of RFBR No. 05-02-16639a and Ministry of Education and Science of Russian Federation No. 2.1.1.741 (R. M. Yulmetyev, D. G. Yulmetyeva and E. V. Khusaenova) and JST. Shimojo ERATO project (S. Shimojo).",

year = "2008",

month = sep,

doi = "10.1142/S0218127408022032",

language = "English",

volume = "18",

pages = "2799--2805",

journal = "International Journal of Bifurcation and Chaos",

issn = "0218-1274",

publisher = "World Scientific Publishing Co. Pte Ltd",

number = "9",

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TY - JOUR

T1 - Statistical memory of meg signals at photosensitive epilepsy

AU - Yulmetyev, R. M.

AU - Khusaenova, E. V.

AU - Yulmetyeva, D. G.

AU - HÄnggi, P.

AU - Shimojo, S.

AU - Watanabe, K.

AU - Bhattacharya, J.

N1 - Funding Information: This work was supported by the Grants of RFBR No. 05-02-16639a and Ministry of Education and Science of Russian Federation No. 2.1.1.741 (R. M. Yulmetyev, D. G. Yulmetyeva and E. V. Khusaenova) and JST. Shimojo ERATO project (S. Shimojo).

PY - 2008/9

Y1 - 2008/9

N2 - Here we discuss the remarkable role of the statistical memory effects in the human brain functioning at photosensitive epilepsy (PSE). We have analyzed three independent statistical memory quantifiers for the magnetoencephalographic (MEG) signals. These quantifiers reflect the dynamical characteristics of neuromagnetic brain responses to a flickering stimulus of different color combinations. Results for a group of control subjects are contrasted with those from a patient with PSE. The emergence of the strong memory and the transition to a regular and robust regime of chaotic behavior of the signals in separate areas is characteristic for a patient with PSE versus a healthy brain.

AB - Here we discuss the remarkable role of the statistical memory effects in the human brain functioning at photosensitive epilepsy (PSE). We have analyzed three independent statistical memory quantifiers for the magnetoencephalographic (MEG) signals. These quantifiers reflect the dynamical characteristics of neuromagnetic brain responses to a flickering stimulus of different color combinations. Results for a group of control subjects are contrasted with those from a patient with PSE. The emergence of the strong memory and the transition to a regular and robust regime of chaotic behavior of the signals in separate areas is characteristic for a patient with PSE versus a healthy brain.

KW - Human brain

KW - Information quantifiers

KW - Photosensitive epilepsy

KW - Statistical memory

KW - Stochastic non-Markov processes

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U2 - 10.1142/S0218127408022032

DO - 10.1142/S0218127408022032

M3 - Article

AN - SCOPUS:57249084675

SN - 0218-1274

VL - 18

SP - 2799

EP - 2805

JO - International Journal of Bifurcation and Chaos

JF - International Journal of Bifurcation and Chaos

IS - 9

ER -

Statistical memory of meg signals at photosensitive epilepsy

Abstract

Keywords

ASJC Scopus subject areas

UN SDGs

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