具有时变时滞的竞争神经网络在脉冲控制下的同步（英文）

梅雪晖; 张立卫; 于志永; 蒋海军

doi:10.13568/j.cnki.651094.2016.03.006

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具有时变时滞的竞争神经网络在脉冲控制下的同步（英文）

更新时间：2026-01-21

- 具有时变时滞的竞争神经网络在脉冲控制下的同步（英文）
- Journal of Xinjiang University (Natural Science Edition in Chinese and English) Vol. 33, Issue 3, Pages: 280-286(2016)
- 作者机构：
  
  1. 大连理工大学数学科学学院
  2. 新疆大学数学与系统科学学院
- 作者简介：
- 基金信息：
- DOI：10.13568/j.cnki.651094.2016.03.006
  CLC： O175;O231
- Published：2016
- 稿件说明：
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[1]梅雪晖,张立卫,于志永,等.具有时变时滞的竞争神经网络在脉冲控制下的同步（英文）[J].新疆大学学报(自然科学版),2016,33(03):280-286.
[1]梅雪晖,张立卫,于志永,等.具有时变时滞的竞争神经网络在脉冲控制下的同步（英文）[J].新疆大学学报(自然科学版),2016,33(03):280-286. DOI： 10.13568/j.cnki.651094.2016.03.006.

DOI：10.13568/j.cnki.651094.2016.03.006.

摘要

研究了具有时变时滞的竞争神经网络在脉冲控制下的同步问题.通过利用Lyapunov稳定方法和矩阵不等式理论

给出了该系统实现同步的线性矩阵不等式条件.此外

对于具有有界时变时滞的情况

给出了该系统依赖时滞、反馈矩阵和脉冲区间的指数同步条件.

Abstract

In this paper

the issue of synchronization of the competitive neural networks(CNNs) with time-varying delays is investigated via impulses control. Based on Lyapunov-Krasovski function method and the matrix inequality theory

a linear matrix inequality(LMI) criterion is presented for achieving synchronization of the CNNs. Besides

an algebraic form sufficient criterion

which reflects the relation among the time delays

impulses feedback matrices

and impulsive interval

is proposed to guarantee exponentially synchronization of the CNNs with bounded time-varying delays.

关键词

Keywords

references

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