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Information coding on the basis of synchronization of neuronal activity.

Authors
  • Borisyuk, R M1
  • Borisyuk, G N
  • 1 Institute of Mathematical Problems of Biology, Russian Academy of Sciences Pushchino, Moscow Region.
Type
Published Article
Journal
Biosystems
Publisher
Elsevier
Publication Date
Jan 01, 1997
Volume
40
Issue
1-2
Pages
3–10
Identifiers
PMID: 8971190
Source
Medline
Language
English
License
Unknown

Abstract

Three types of oscillatory neural networks are considered and their dynamics are analyzed. The regime of chaotic coherent oscillations was found in a network of excitatory and inhibitory integrate-and-fire neurons with all-to-all connections. The regime of envelope oscillations was found in a chain of neural oscillators with local connections. The regime of partial synchronization of the central element with a group of peripheral oscillators under perturbation of the rest of the peripheral oscillators was found in the oscillatory neural network of phase oscillators. A possible use of the dynamical regimes for the information coding and processing is briefly discussed.

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