| 二阶时滞的双向联想记忆神经网络的稳定性分析 |
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| 引用本文： | 胡军浩,李燕. 二阶时滞的双向联想记忆神经网络的稳定性分析[J]. 中南民族大学学报(自然科学版), 2004, 23(4): 85-87 |
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| 作者姓名： | 胡军浩 李燕 |
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| 作者单位： | 1. 中南民族大学计算机科学学院,武汉,430074
2. 华中农业大学理学院,武汉,430070 |
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| 摘 要： | 讨论了二阶时滞的双向联想记忆神经网络平衡点的全局稳定性,利用Lyapunov函数和不等式技巧得到了网络平衡点的全局渐近稳定和全局指数稳定的几个充分条件.
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| 关 键 词： | 双向联想记忆 全局渐近稳定 全局指数稳定 Lyapunov函数 |
| 文章编号： | 1672-4321(2004)04-0085-03 |
| 修稿时间： | 2004-11-01 |
Stability Analysis of Second Order Bi-Directional Associative Memory Neural Network with Delays |
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| Hu Junhao Li YanHu Junhao Lect,College of Computer Science,SCUFN,Wuhan ,China. Stability Analysis of Second Order Bi-Directional Associative Memory Neural Network with Delays[J]. Journal of South-Central Univ for, 2004, 23(4): 85-87 |
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| Authors: | Hu Junhao Li YanHu Junhao Lect College of Computer Science SCUFN Wuhan China |
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| Affiliation: | Hu Junhao Li YanHu Junhao Lect,College of Computer Science,SCUFN,Wuhan 430074,China |
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| Abstract: | Global stability of equilibrium point of a class of second order bi-directional associative memory neural network with delays is discussed in this paper. Some sufficient conditions for the global asymptotic stability and global exponential stability of equilibrium point of such network are obtained by means of Lyapunov functions and inequality technique. |
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| Keywords: | bi-directional associative memory global asymptotic stability global exponential stability Lyapunov functions |
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