Nonlinear dynamics of evoked neuromagnetic responses signifies potential defensive mechanisms against photosensitivity

Joydeep Bhattacharya, Katsumi Watanabe, Shinsuke Shimojo

Research output: Contribution to journalArticle

16 Citations (Scopus)

Abstract

We investigated the dynamical characteristics of neuromagnetic responses by recording magnetoencephalographic (MEG) signals to equiluminant flickering stimulus of different color combinations from a group of control subjects, and from a patient with photosensitive epilepsy. By wavelet based time-frequency analysis, we showed that two distinct neuromagentic responses corresponding to stimulus frequency and its time delayed first harmonic were found in control subjects, whereas no harmonic response was obtained for the patient. We applied a battery of methods (sample entropy measuring signal complexity and index of smoothness measuring determinism) based on nonlinear dynamical system theory in conjunction with bootstrapping surrogate analysis. The results suggested that a significant nonlinear structure was evident in the MEG signals for control subjects, whereas nonlinearity was not detected for the patient. In addition, the couplings between distant cortical regions were found to be greater for control subjects. The important role of combinational chromatic sensitivity in sustained cortical excitation was also confirmed. These findings lead to the hypothesis that the healthy human brain is most likely equipped with significantly nonlinear neuronal processing reflecting an inherent mechanism defending against hyper-excitation to chromatic nickering stimulus, and such nonlinear mechanism is likely to be impaired for a patient with photosensitive epilepsy.

Original languageEnglish
Pages (from-to)2701-2720
Number of pages20
JournalInternational Journal of Bifurcation and Chaos in Applied Sciences and Engineering
Volume14
Issue number8
DOIs
Publication statusPublished - 2004 Aug
Externally publishedYes

Fingerprint

Photosensitivity
Nonlinear Dynamics
Epilepsy
Harmonic
Excitation
Likely
Flickering
Nonlinear dynamical systems
Time-frequency Analysis
Determinism
Bootstrapping
Nonlinear Dynamical Systems
System theory
Systems Theory
Battery
Smoothness
Brain
Wavelets
Entropy
Nonlinearity

Keywords

  • Chromatic flicker
  • Complexity
  • Determinism
  • Interdependency
  • Magnetoencephalography (MEG)
  • Nonlinearity
  • Photosensitive epilepsy
  • Surrogate analysis

ASJC Scopus subject areas

  • General
  • Applied Mathematics

Cite this

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