Chaos in a Simple Hopfield Neural Network Satisfying Dale's Rule

Cao Hai,Li Qingdu Li Qingdu

doi:10.1109/chicc.2006.4347124

Chaos in a Simple Hopfield Neural Network Satisfying Dale's Rule

Cao Hai, Li Qingdu Li Qingdu

https://doi.org/10.1109/chicc.2006.4347124

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Publication Date: Jul 1, 2006

Citations: 8

Affiliation: Sichuan University of Science and Engineering, Chongqing University of Posts and Telecommunications

#Hopfield Neural Network #Dimensional Neural Network + Show 8 more

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Abstract

This paper shows that chaos can take place in a simple three dimensional Hopfield neural network with its connection matrix satisfying Dale's rule. In addition, a rigorous computer-assisted verification of chaoticity is given by virtue of topological horseshoe theory.

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