Exponential synchronization in drive-response systems of hopfield-type neural networks with time delays

Chun Hsien Li, Suh Yuh Yang

研究成果: 雜誌貢獻期刊論文同行評審

4 引文 斯高帕斯(Scopus)

摘要

In this paper we investigate the drive-response type synchronization of Hopfield-type neural networks with connection time delays for both discrete and distributed cases. By employing the Lyapunov functional method, we propose a sufficient condition to ensure the occurrence of synchronization with exponential rates. This criterion is independent of time delays as well as the types of delay. We prove that the exponential synchronization occurs provided a certain weighted sum of the connection and coupling strengths is negative enough, no matter that the connection time delay is of discrete or distributed case. Numerical examples are provided to illustrate the results.

原文???core.languages.en_GB???
頁(從 - 到)4167-4176
頁數10
期刊International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
17
發行號11
DOIs
出版狀態已出版 - 11月 2007

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