Exponential periodic attractor of discrete-time BAM neural networks with transmission delays

被引：7

作者：

Huang Z. ^{[1
,2
]}

Mohamad S. ^{[2
]}

Xia Y. ^{[3
]}

机构：

[1] School of Sciences, Jimei University, Xiamen

[2] Department of Mathematics, Faculty of Science, University Brunei Darussalam, Gadong

[3] Institute of Mathematics, Shanghai Normal University, Shanghai

来源：

Computational Mathematics and Modeling | 2009年 / 20卷 / 3期

关键词：

Periodic Solution; Exponential Stability; Transmission Delay; Matrix Measure; Sequence Solution;

D O I：

10.1007/s10598-009-9035-0

中图分类号：

学科分类号：

摘要：

In this paper, we investigate discrete-time bidirectional associative memory (BAM) neural networks with periodic coefficients and transmission delays. By using matrix measure, spectral theory, and contraction theory, some sufficient conditions are attained for the existence of a unique exponential periodic attractor. Finally, computer simulations illustrate the dynamic behavior of the unique exponential periodic attractor. Moreover, the unique exponential periodic attractor is also given precisely. The numerical simulation is performed to show our results. © Springer Science+Business Media, Inc 2009.

引用

页码：258 / 277

页数：19

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