Elsevier

Physics Letters A

Volume 144, Issues 6–7, 12 March 1990, Pages 333-340
Physics Letters A

Chaotic neural networks

https://doi.org/10.1016/0375-9601(90)90136-CGet rights and content

Abstract

A model of a single neuron with chaotic dynamics is proposed by considering the following properties of biological neurons: (1) graded responses, (2) relative refractoriness and (3) spatio-temporal summation of inputs. The model includes some conventional models of a neuron as its special cases; namely, chaotic dynamics is introduced as a natural extension of the former models. Chaotic solutions of both the single chaotic neuron and the chaotic neural network composed of such neurons are numerically demonstrated.

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    Present address: Department of Mathematics, University of Western Australia, Nedlands, WA 6009, Australia.

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