| 连续反馈联想记忆的吸引域和指数收敛速度的估计 |
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| 引用本文： | 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[J]. 应用数学和力学, 2001, 22(3): 275-280 |
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| 作者姓名： | 周冬明 曹进德 李继彬 |
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| 作者单位： | 1.云南大学信息与电子科学系, 昆明 650091; |
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| 基金项目： | 云南省自然科学基金资助课题(1999F0017M) |
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| 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.
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| 关 键 词： | 连续反馈联想记忆 Liapunov方法 神经网络 吸引域 指数收敛速度 |
| 文章编号： | 1000-0887(2001)03-0275-06 |
| 收稿时间： | 1999-11-01 |
| 修稿时间： | 1999-11-01 |
Estimation of AttractionDomain and Exponential Convergence Rate of Continuous Feedback Associative Memory |
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| ZHOU Dong-ming,CAO Jin-de,LI Ji-bin. Estimation of AttractionDomain and Exponential Convergence Rate of Continuous Feedback Associative Memory[J]. Applied Mathematics and Mechanics, 2001, 22(3): 275-280 |
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| Authors: | ZHOU Dong-ming CAO Jin-de LI Ji-bin |
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| Affiliation: | 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 |
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| 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. |
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| Keywords: | continuous feedback associative memory Liapunov method neural network attraction domain exponential convergence rate |
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