Self-evolution fuzzy chaotic neural network and its application

2011 IEEE International Conference on Mechatronics and Automation, ICMA 2011（2011）

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摘要

In this paper, a novel neural network model called self-evolution fuzzy chaotic neural network is proposed. This model is constructing on the basis of fuzzy Hopfield neural network and self-evolution neural network. Self-evolution neural network has been confirmed of contain chaos characteristic under certain conditions. The new established self-evolution fuzzy chaotic neural network is proved to have both fuzzy clustering function and chaotic associate memory ability throughout theory analysis and simulation.

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关键词

Hopfield neural nets,fuzzy logic,fuzzy neural nets,chaotic associate memory ability,fuzzy Hopfield neural network,fuzzy clustering function,self-evolution fuzzy chaotic neural network model,chaos,fuzzy Hopfield neural network,self-evolution fuzzy chaotic neural network,self-evolution neural network,

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