Existence and stability of non-zero steady state solutions for discrete neutral networks

被引:0
|
作者
Zhang, Guang [1 ]
Luo, Yunling [1 ]
Bai, Liang [2 ]
机构
[1] Tianjin Univ Commerce, Sch Sci, Tianjin 300134, Peoples R China
[2] Qingdao Technol Univ, Sch Sci, Qingdao 266033, Peoples R China
关键词
D O I
10.1109/ICNC.2008.24
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a neural networks model is established. The existence of non-zero solution pairs for its steady state equation and the local asymptotically stability of non-zero solutions are studied by using the critical point theory, Lusternik-Schnirelmann category theory, and the linearization technology. The similar method can be also used for the more general neural networks and the coupled map lattice system.
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页码:185 / +
页数:2
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