Learning-induced pattern classification in a chaotic neural network

Article ID	Journal	Published Year	Pages	File Type
10727016	Physics Letters A	2012	6 Pages	PDF

Abstract

âº Proposing a Hebbian learning rule with passive forgetting (HLRPF). âº Defining indices to investigate the evolution of the weights simply. âº The chaotic neural network with HLRPF acts as a fuzzy-like pattern classifier. âº The pattern classifier ability of the network is improved much.

Keywords

Chaotic neural networks Pattern classification Learning rule

Related Topics

Physical Sciences and Engineering Physics and Astronomy Physics and Astronomy (General)

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Learning-induced pattern classification in a chaotic neural network

Authors

Yang Li, Ping Zhu, Xiaoping Xie, Guoguang He, Kazuyuki Aihara,