Exponential stability of Hopfield neural networks with impulses

被引：19
|
作者：
Lisena, Benedetta [1 ]
机构：
[1] Univ Bari, Dipartimento Matemat, I-70125 Bari, Italy
来源：
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS | 2011年 / 12卷 / 04期
关键词：
Hopfield networks; Periodic solution; Exponential stability; TIME-VARYING DELAYS; PERIODIC-SOLUTIONS; EXISTENCE;
D O I：
10.1016/j.nonrwa.2010.12.008
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
For a Hopfield neural network with periodic coefficients, a new criterion is proposed to obtain the existence of a periodic solution and its exponential stability. Our assumptions are in the form of inequalities involving integral averages and the assigned jumps. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：1923 / 1930
页数：8
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