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Physical Basis of the Epilepsy Occurrence

  • Vladimir E. Bondarenko

Abstract

A model of the epilepsy occurrence and spreading on the basis of the simple artificial neural network is presented. It is shown that the epilepsy-like phenomena can occur in the neural networks at the increasing of neuronal excitability or under the action of an external force. Dynamics of the quantitative EEG characteristics (correlation dimension, amplitude, largest Lyapunov exponent) is similar to one at the epilepsy occurrence. The results of epilepsy modelling are compared with the experimental investigations. Phenomenon of epilepsy is considered as a self-organization process which appears at the increasing of the energy transfer through the neural network.

Keywords

Neural Network Model Correlation Dimension Coupling Coefficient Shannon Entropy Neuron Output 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 1997

Authors and Affiliations

  • Vladimir E. Bondarenko
    • 1
  1. 1.Institute of Biochemical PhysicsRussian Academy of SciencesMoscowRussia

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