Chaotic neural networks

Chaotic neural networks,10.1016/0375-9601(90)90136-C,Physics Letters A,K. Aihara,T. Takabe,M. Toyoda

Chaotic neural networks   (Citations: 504)
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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.
Journal: Physics Letters A - PHYS LETT A , vol. 144, no. 6-7, pp. 333-340, 1990
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