A Type of Delay Feedback Control of Chaotic Dynamics in a Chaotic Neural Network

Guoguang HE  Jousuke KUROIWA  Hisakazu OGURA  Ping ZHU  Zhitong CAO  Hongping CHEN  

Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences   Vol.E87-A   No.7   pp.1765-1771
Publication Date: 2004/07/01
Online ISSN: 
DOI: 
Print ISSN: 0916-8508
Type of Manuscript: PAPER
Category: Nonlinear Problems
Keyword: 
controlling chaos,  delay feedback control,  chaotic dynamics,  chaotic neural network,  

Full Text: PDF(699.7KB)>>
Buy this Article




Summary: 
A chaotic neural network consisting of chaotic neurons exhibits such rich dynamical behaviors as nonperiodic associative memory. But it is difficult to distinguish the stored patterns from others, since the chaotic neural network shows chaotic wandering around the stored patterns. In order to apply the nonperiodic associative memory to information search or pattern identification, it is necessary to control chaotic dynamics. In this paper, we propose a delay feedback control method for the chaotic neural network. Computer simulation shows that, by means of the control method, the chaotic dynamics in the chaotic neural network are changed. The output sequence of the controlled network wanders around one stored pattern and its reverse pattern.