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On the Associative Model with Parameter Controlled Chaos Neurons

1993; Physical Society of Japan; Volume: 62; Issue: 8 Linguagem: Inglês

10.1143/jpsj.62.2942

1347-4073

Kazuo Nakamura, Masahiro Nakagawa,

Neural dynamics and brain function

A chaos neural network model is studied towards an application to the associative memories. In this work the dynamics of the present neural network model is investigated to present how the chaotic behaviour can be controlled in terms of the target information. It is found that the present model may be externally controlled to close to a target pattern through a chaotic process. In practice the evidence of the chaotic behaviour in the present model is directly confirmed on the basis of the Lyapunov exponents.