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反馈型CNN解的稳定性
引用本文:王毅,黄元清.反馈型CNN解的稳定性[J].电子科技大学学报(社会科学版),1999(2).
作者姓名:王毅  黄元清
作者单位:成都电子科技大学应用数学系!610054,四川轻化工学院电子工程系!自贡,643033
基金项目:国家自然科学基金!69871005
摘    要:研究了具有时滞的反馈型细胞神经网络,利用李雅普诺夫函数、常数交易法以及不等式分析技巧,证明了具有时滞的反馈型细胞神经网络的解的有界性,同时给出了任意解全局指数稳定和渐近稳定的充分条件。

关 键 词:细胞神经网络  时滞  李雅普诺夫函数  稳定性

Stability of CNN With Feedback
Wang Yi.Stability of CNN With Feedback[J].Journal of University of Electronic Science and Technology of China(Social Sciences Edition),1999(2).
Authors:Wang Yi
Abstract:In this paper, the cellular neural networks with feedback and delay is studied. By making use of the Lyapunov function, the method variation of parameters is given combining with the trick of inequality analysis. The bounded property of the solution and the asymptotic property of solution for the cellular neural networks with.feedback and delay are proved. The sufficient condition of stability of solution for cellular neural networks with feedback of delay is also discussed.Keyworks:cellular neural netWorks; delay; Lyapunov function, Stability
Keywords:cellular neural networks  delay  Lyapunov function  Stability
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