Stability of periodic solution in fuzzy BAM neural networks with finite distributed delays

被引：30
作者：
Huang, Tingwen [1 ]
Huang, Yu [2 ]
Li, Chuandong [3 ]
机构：
[1] Texas A&M Univ, Doha, Qatar
[2] Sun Yat Sen Univ, Dept Math, Guangzhou 510275, Guangdong, Peoples R China
[3] Chongqing Univ, Dept Comp Sci & Engn, Chongqing 400030, Peoples R China
来源：
NEUROCOMPUTING | 2008年 / 71卷 / 16-18期
关键词：
Exponential stability; Fuzzy cellular neural networks; Distributed delay; Equilibrium point;
D O I：
10.1016/j.neucom.2008.04.021
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, stability is considered for a class of fuzzy cellular neural networks with distributed delay Keywords: (FCNNDD). The condition for feedback kernel is minimal: the only condition required is that Exponential stability integral(t)(0) k(s) ds = 1. Significant for applications of neural networks, the stability of FCNNDD is discussed Fuzzy cellular neural networks when T is finite and infinite. Exponential stability is obtained with distributed delay in finite time, while Distributed delay asymptotic stability is obtained with distributed delay in infinite time. Equilibrium point (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码：3064 / 3069
页数：6
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