Exponential Stability of Stochastic Cellular Neural Networks

SHEN Yi; ZHANG Yu-min; LIAO Xiao-xin

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Exponential Stability of Stochastic Cellular Neural Networks

更新时间：2025-07-16

- Exponential Stability of Stochastic Cellular Neural Networks
- Acta Electronica Sinica Vol. 30, Issue 11, Pages: 1672-1675(2002)
- 作者机构：
  
  华中科技大学控制科学与工程系,湖北,武汉,430074
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published：2002
- 稿件说明：
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SHEN Yi, ZHANG Yu-min, LIAO Xiao-xin. Exponential Stability of Stochastic Cellular Neural Networks[J]. Acta Electronica Sinica, 2002, 30(11): 1672-1675.
DOI：

SHEN Yi, ZHANG Yu-min, LIAO Xiao-xin. Exponential Stability of Stochastic Cellular Neural Networks[J]. Acta Electronica Sinica, 2002, 30(11): 1672-1675. DOI：

摘要

本文研究了随机时滞细胞神经网络的指数稳定性

建立了这种细胞神经网络均方指数稳定与几乎必然指数稳定的充分条件

其条件分为时滞无关与时滞相关两种.

Abstract

The exponential stability of stochastic cellular neural networks with delay was investigated.For such neural networks

we establish two types of sufficient conditions for the exponential stability in the mean square and surely exponential stability.One type involves delay independent results while the other type involves delay dependent results.

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