Journal of Guangdong University of Technology ›› 2009, Vol. 26 ›› Issue (1): 13-.

• Comprehensive Studies • Previous Articles     Next Articles

The Asymptotic Stability of Networks with Leakage Delays

  

  1. Faculty of Applied Mathematics,Guangdong University of Technoligy,Guangzhou 510006,China
  • Online:2009-01-01 Published:2009-01-01

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Abstract: The asymptotic stability of Hopfield networks with leakage delays is studied.Under the assumption that the nonliear stimulating function meets the needs of Lipschitz,by means of constructing suitable Liapunov function,Dini’s derivative and functional analysis techniques,some simpler criteria for asymptotic stability of the unique equilibrium are established.

Key words: Hopfield neural networks； asymptotic stability； leakage delays； Dini’derivative；

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[2] 王林山,徐道义.  Hopfield型时滞神经网络的稳定性分析[J]. 应用数学和力学. 2002(01)

[3] 蒲志林,徐道义.  时滞Hopfield神经网络模型的全局吸引性和全局指数稳定性[J]. 应用数学和力学. 2001(06)

[4] 廖晓昕,肖冬梅.  具有变时滞的Hopfield型神经网络的全局指数稳定性[J]. 电子学报. 2000(04)

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