| More relaxed condition for dynamics of discrete time delayed Hopfield neural networks |
| |
| 作者姓名： | 张强 |
| |
| 作者单位： | Liaoning Key Laboratory of Intelligent Information
Processing,
Dalian University, Dalian 116622, China |
| |
| 基金项目： | Project supported by the Program
for New Century Excellent Talents in University (Grant No
NCET-06-0298), the Program for Liaoning Excellent Talents in
University (Grant No RC-05-07), the Program for Study of Science of
the Educational Department of Liaon |
| |
| 摘 要： | The dynamics of discrete time delayed Hopfield neural networks is investigated. By using a difference inequality combining with the linear matrix inequality, a sufficient condition ensuring global exponential stability of the unique equilibrium point of the networks is found. The result obtained holds not only for constant delay but also for time-varying delays.
|
| 关 键 词： | 离散时间 动力系统 延迟跳跃神经系统 不等式 |
| 收稿时间： | 2007-02-04 |
| 修稿时间： | 2007-03-13 |
More relaxed condition for dynamics of discrete time delayed Hopfield neural networks |
| |
| Zhang Qiang.More relaxed condition for dynamics of discrete time delayed Hopfield neural networks[J].Chinese Physics B,2008,17(1):125-128. |
| |
| Authors: | Zhang Qiang |
| |
| Institution: | Liaoning Key Laboratory of Intelligent Information
Processing,
Dalian University, Dalian 116622, China |
| |
| Abstract: | The dynamics of discrete time delayed Hopfield neural networks is
investigated. By using a difference inequality combining with the
linear matrix inequality, a sufficient condition ensuring global
exponential stability of the unique equilibrium point of the
networks is found. The result obtained holds not only for constant
delay but also for time-varying delays. |
| |
| Keywords: | discrete time delayed Hopfield
neural networks difference inequality |
| 本文献已被 维普 等数据库收录！ |
| 点击此处可从《中国物理 B》浏览原始摘要信息 |
| 点击此处可从《中国物理 B》下载免费的PDF全文 |
