Estimation on domain of attraction and convergence rate of Hopfield continuous feedback neural networks

被引:33
作者
Cao, JD [1 ]
Tao, Q
机构
[1] Southeast Univ, Dept Appl Math, Nanjing 210096, Peoples R China
[2] Yunnan Univ, Adult Educ Coll, Kunming 650091, Peoples R China
关键词
Lyapunov method; Hopfield neural network; domain of attraction; exponential convergence rate;
D O I
10.1006/jcss.2000.1722
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, some new estimation results on the domain of attraction of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are obtained. These results can be used for the evaluation of fault-tolerance capability and the synthesis procedures for Hopfield continuous feedback associative memory neural networks. (C) 2001 Academic Press.
引用
收藏
页码:528 / 534
页数:7
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