New results on the stability of fuzzy cellular neural networks with time-varying leakage delays

被引：1
作者：
Gang Yang
机构：
[1] Hunan University of Commerce,School of Mathematics and Statistics
来源：
Neural Computing and Applications | 2014年 / 25卷
关键词：
Fuzzy cellular neural network; Global exponential stability; Time-varying delay; Leakage term;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, fuzzy cellular neural networks with time-varying delays in the leakage terms are studied. Without assuming the boundedness on the activation functions, some sufficient conditions for the existence, uniqueness and global exponential stability of equilibrium point are established by using the fixed point theorem and constructing suitable Lyapunov functional, which are new, and they improve previously known results. Moreover, an example is given to demonstrate the feasibility of our method.
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页码：1709 / 1715
页数：6
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