Global stability conditions for delayed CNNs

被引：306

作者：

Cao, J. ^{[1
]}

机构：

[1] Department of Applied Mathematics, Southeast University, Nanjing 210096, China

来源：

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications | 2001年 / 48卷 / 11期

关键词：

Asymptotic stability - Convergence of numerical methods - Lyapunov methods - Mathematical models - System stability;

D O I：

10.1109/81.964422

中图分类号：

学科分类号：

摘要：

Based on the Lyapunov stability theorem as well as some facts about the positive definiteness and inequality of matrices, a new sufficient condition is presented for the existence of a unique equilibrium point and its global asymptotic stability of delayed CNNs. This condition imposes constraints on the feedback matrices independent of the delay parameter. This condition is less restrictive than that given in the earlier references.

引用

页码：1330 / 1333