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Existence and global exponential stability of equilibrium of competitive neural networks with different time scales and multiple delays

Authors :
Gu, Haibo
Jiang, Haijun
Teng, Zhidong
Source :
Journal of the Franklin Institute. Jun2010, Vol. 347 Issue 5, p719-731. 13p.
Publication Year :
2010

Abstract

Abstract: In this paper, some sufficient conditions are obtained for existence and global exponential stability of a unique equilibrium point of competitive neural networks with different time scales and multiple delays by using nonlinear Lipschitz measure (NLM) method and constructing suitable Lyapunov functional. The results of this paper are new and they complete previously known results. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
00160032
Volume :
347
Issue :
5
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
50393179
Full Text :
https://doi.org/10.1016/j.jfranklin.2009.03.005