具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)

钱燕; 冯晓梅; 蒋海军

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具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)

更新时间：2026-01-21

- 具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)
- Journal of Xinjiang University (Natural Science Edition in Chinese and English) Vol. 26, Issue 1, Pages: 53-59(2009)
- 作者机构：
  
  新疆大学数学与系统科学学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： O175.13
- Published：2009
- 稿件说明：
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[1]钱燕,冯晓梅,蒋海军.具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)[J].新疆大学学报(自然科学版),2009,26(01):53-59.

钱燕, 冯晓梅, 蒋海军. 具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)[J]. Journal of Xinjiang University (Natural Science Edition in Chinese and English), 2009, 26(1): 53-59.
[1]钱燕,冯晓梅,蒋海军.具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)[J].新疆大学学报(自然科学版),2009,26(01):53-59. DOI：

钱燕, 冯晓梅, 蒋海军. 具有分布时滞的高阶Hopfield神经网络的全局稳定性判据(英文)[J]. Journal of Xinjiang University (Natural Science Edition in Chinese and English), 2009, 26(1): 53-59. DOI：

摘要

通过使用Lyapunov泛函方法和LMI方法研究了具有连续分布时滞的高阶Hopfield神经网络(HHNNs)的全局渐近稳定性

得到了系统全局渐近稳定的充分条件.通过使用Matlab中的LMI工具箱验证了结果的有效性.

Abstract

In this paper

the global asymptotic stability is studied for a class of high-order Hopfield networks(HHNNs) with continuously distributed delays by employing Lyapunov functionals and linear matrix inequality(LMI)technique.Some suffcient conditions are given to ensure the global asymptotic stability of the system.In addition

the proposed conditions are easily checked using the Matlab LMI control toolbox.

关键词

Keywords

references

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Wang Z,Liu L,Liu X.On global asymptotic stability of neural networks with discrete and distributed delays[J].Phys Lett A,2005,345:299-308.

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