Stability Study of Discrete Hopfield Neural Networks

MA Run-nian; ZHANG Qiang; XU Jin

您当前的位置：

首页 >

文章列表页 >

Stability Study of Discrete Hopfield Neural Networks

更新时间：2025-07-16

- Stability Study of Discrete Hopfield Neural Networks
- Acta Electronica Sinica Vol. 30, Issue 7, Pages: 1089-1091(2002)
- 作者机构：
  
  1. 西安电子科技大学电子工程研究所,陕西,西安,710071
  2. 华中科技大学系统科学研究所,湖北,武汉,430074
  3. 西安电子科技大学电子工程研究所陕西西安,710071
  4. 华中科技大学系统科学研究所湖北武汉,430074
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published Online：25 July 2002，
  
  Published：2002
- 稿件说明：
移动端阅览
MA Run-nian, ZHANG Qiang, XU Jin. Stability Study of Discrete Hopfield Neural Networks[J]. Acta Electronica Sinica, 2002, 30(7): 1089-1091.
DOI：

MA Run-nian, ZHANG Qiang, XU Jin. Stability Study of Discrete Hopfield Neural Networks[J]. Acta Electronica Sinica, 2002, 30(7): 1089-1091. DOI：

摘要

离散Hopfield神经网络的稳定性是网络应用的基础.文中主要研究非对称离散Hopfield神经网络的异步、同步、部分同步演化方式的稳定性

并给出了一些新的稳定性条件

所获结果推广了一些已有的结论.

Abstract

The stability of Hopfield neural network is the foundation of the network's applications.The stability of asymmetric discrete Hopfield neural network is mainly studied and some new simple stability conditions are given in serial

parallel and partially parallel updating mode.The obtained results generalize some existing results.

关键词

Keywords

references

Views

1743

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Stability Conditions for Discrete Hopfield Neural Networks with Delay

Neural Network for Solving Systems of Nonlinear Equations

A CN-RK Discontinuous Galerkin Time-Domain Method Without the Stability Restriction Due to Material Loss

Influence Analysis Method of Class Imbalance on Software Defect Prediction Model Stability and Prediction Performance

Dynamics and Circuit Implementation of a Simplified Model of Adaptive Synaptic Neuron

Related Author

MA Run-nian

LIU Nai-gong

XU Jin

ZHAO Hua-min

CHEN Kai-zhou

XIANG Ru

MA Xi-kui

MA Liang

Related Institution

School of Management,Xi'an Jiaotong University

Engineering Institute,Air Force Engineering University

School of ManagementXi'an Jiaotong UniversityXi'anShaanxi 710049China

Engineering InstituteAir Force Engineering UniversityXi'anShaanxi 710038China

School of Science,Xidian University

⁰