V. I. Nekorkin, A. S. Dmitrichev, D. V. Kasatkin, V. S. Afraimovich, “Reducing the sequential dynamics of excitatory neural networks to cellular automata”, Pis'ma v Zh. Èksper. Teoret. Fiz., 2012, Volume 95, Issue 9,Pages <nobr>557

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BIOPHYSICS

Reducing the sequential dynamics of excitatory neural networks to cellular automata

V. I. Nekorkin^a, A. S. Dmitrichev^a, D. V. Kasatkin^a, V. S. Afraimovich^b

^a Institute of Applied Physics, Russian Academy of Sciences, Nizhnii Novgorod
^b Instituto de Investigacion en Comunicacion Optica, Universidad Autonoma de San Luis Potosi, Mexico

Abstract: An approach is developed for the description and analysis of sequential dynamics of excitatory neural networks. It is based on the reduction of dynamics of networks to the dynamics of cellular automata on the graph of connections. We apply our approach to network of Hodgkin–Huxley neurons coupled by chemical synapses.

Received: 16.01.2012
Revised: 21.03.2012

Language: English