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Delay-Dependent Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays

Wei-Wei Su Yi-Ming Chen

中国电子科技2008,Vol.6Issue(1):66-69,4.
中国电子科技2008,Vol.6Issue(1):66-69,4.

Delay-Dependent Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays

Delay-Dependent Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays

Wei-Wei Su 1Yi-Ming Chen1

作者信息

  • 1. College of Science, Yanshan University, Qinhuangdao, 066004, China
  • 折叠

摘要

Abstract

By employing the Lyapunov stability theory and linear matrix inequality (LMI) technique, delay dependent stability criterion is derived to ensure the exponential stability of bi-directional associative memory (BAM) neural networks with time-varying delays. The proposed condition can be checked easily by LMI control toolbox in Matlab. A numerical example is given to demonstrate the effectiveness of our results.

关键词

Bi-directional associative memory (BAM) neural networks, delay-dependent exponential stability, linear matrix inequality (LMI), lyapunov stability theory, time-varying delays

Key words

Bi-directional associative memory (BAM) neural networks, delay-dependent exponential stability, linear matrix inequality (LMI), lyapunov stability theory, time-varying delays

分类

电子信息工程

引用本文复制引用

Wei-Wei Su,Yi-Ming Chen..Delay-Dependent Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays[J].中国电子科技,2008,6(1):66-69,4.

基金项目

This work was supported by Natural Science Foundation of Hebei Province under Grant NO.E2007000381. ()

中国电子科技

1674-862X

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