Equilibrium Analysis of Continuous Bidirectional Associative Memory

Bai-ling Zhang and Bing-Zheng Xu

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Equilibrium Analysis of Continuous Bidirectional Associative Memory

更新时间：2025-12-08

- Equilibrium Analysis of Continuous Bidirectional Associative Memory
- Acta Electronica Sinica Issue 1, (1995)
- 作者机构：
  
  1. 华南理工大学无线电与自控研究所
  2. 香港中文大学
  3. 华南理工大学无线电与自控研究所香港中文大学
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published：1995
- 稿件说明：
移动端阅览
[1]张百灵,徐秉铮,邝重平.连续双向联想记忆模型的稳定性分析[J].电子学报,1995(01):60-66.

Bai-ling Zhang and Bing-Zheng Xu. Equilibrium Analysis of Continuous Bidirectional Associative Memory[J]. Acta Electronica Sinica, 1995, (1).
[1]张百灵,徐秉铮,邝重平.连续双向联想记忆模型的稳定性分析[J].电子学报,1995(01):60-66. DOI：

Bai-ling Zhang and Bing-Zheng Xu. Equilibrium Analysis of Continuous Bidirectional Associative Memory[J]. Acta Electronica Sinica, 1995, (1). DOI：

摘要

对于连续型Ｈｏｐｆｉｅｌｄ模型的平衡态特征，目前人们已经得到了很多富有意义的成果，本文说明，连续Ｈｏｐｆｉｅｌｄ模型的大部分结论都可以推广到连续双向联想记忆（ＢＡＭ）模型，我们重点讨论了平衡态条件、渐近稳定性以及围绕一稳定平衡点的吸引域等问题，所得到的结论对于ＢＡＭ的设计和应用都是很有意义的。

Abstract

So far many fruitful results have been obtained for equilibrium characterization of the continuous Hopfield model.In this paper we show that most of them can be extended to the Bidirectional Associative Memory（BAM） model through a special arrangement of its connection weights.Stressed issues are equilibrium conditions

asymptotic stability and regions of attraction of stable equilibrium points

which have important significance in the design of BAM.

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