alexa Chaotic neural networks


Journal of Information Technology & Software Engineering

Author(s): K Aihara, T Takabe, M Toyoda

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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.

This article was published in Physics Letters A and referenced in Journal of Information Technology & Software Engineering

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