连续反馈联想记忆的吸引域和指数收敛速度的估计

周冬明; 曹进德; 李继彬

连续反馈联想记忆的吸引域和指数收敛速度的估计

1.
云南大学信息与电子科学系, 昆明 650091;
2.
云南大学成人教育学院, 昆明 650091;
3.
昆明理工大学, 昆明 650093

基金项目: 云南省自然科学基金资助课题(1999F0017M)

详细信息

作者简介:
周冬明(1963- ),男,湖南人,副教授,硕士;曹进德(1963- ),男,安徽人,教授,博士.

中图分类号: O175;TP183
计量
- 文章访问数: 2024
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- 被引次数: 0
出版历程
- 收稿日期: 1999-11-01
- 修回日期: 2000-11-19
- 刊出日期: 2001-03-15

Estimation of Attraction Domain and Exponential Convergence Rate of Continuous Feedback Associative Memory

1.
Department of Information and Electronic Science, Yunnan University, Kunming 650091, P R China;
2.
Adult Education College, Yunnan University, Kunming 650091, P R China;
3.
Kunming University of Science and Technology, Kunming 650093, P R China

摘要

摘要: 利用一些实分析技巧和Liapunov方法,重新估计了连续反馈联想记忆模式的吸引域及其中每一点趋向记忆模式的指数收敛速度,得到一些新的结果,这些结果可用于连续反馈联想记忆网络的容错性能评价及其综合过程.
- 连续反馈联想记忆 /
- Liapunov方法 /
- 神经网络 /
- 吸引域 /
- 指数收敛速度
Abstract: The attraction domain of memory patterns and exponential convergence rate of the network trajectories to memory patterns for continuous feedback associative memory are estimated again by using of some analysis techniques and Liapunov method,some new results are obtained,and these results can be used for evaluation of fault-tolerance capability and the synthesis procedures for continuous feedback associative memory neural networks.
- continuous feedback associative memory /
- Liapunov method /
- neural network /
- attraction domain /
- exponential convergence rate

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参考文献(12)

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