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Self-organized criticality in a neural network with the Watts-Strogatz topology

Illarion V. Ushakov1, Mikhail A. Mishchenko1, Valery V. Matrosov1
1N.I. Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia

Abstract

The phenomenon of self-organized criticality in a neural network with the "Small-world" topology has been studied. We studied the critical value of coupling strength as a function of the total number of connections in the network. The dependence of critical coupling strength on the number of connections obeys the power law.


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Illarion Ushakov
N.I. Lobachevsky State University of Nizhny Novgorod
Russia

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