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Proceedings Paper

Nonequilibrium dynamics and synchronization in ensembles of interacting neural nets
Author(s): Vladimir Chinarov; Tamas Gergely
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Paper Abstract

Non-equilibrium dynamics of ensemble consisting of interacting Josephson-like elements with lateral excitatory and inhibitory couplings is studied analytically and by computer simulation. For this model an extremely rich and unusual dynamic behavior (long-term and short-term metastable states, modulated limit cycles and strange attractors) is observed. Phase synchronization of activity patterns in ensembles with different types of couplings between oscillators are found.

Paper Details

Date Published: 4 April 1997
PDF: 8 pages
Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); doi: 10.1117/12.271532
Show Author Affiliations
Vladimir Chinarov, SRC Vidhuk (Ukraine)
Tamas Gergely, Applied Logic Lab. (Hungary)

Published in SPIE Proceedings Vol. 3077:
Applications and Science of Artificial Neural Networks III
Steven K. Rogers, Editor(s)

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