反馈型CNN解的稳定性

Stability of CNN With Feedback

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。

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