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Existence and globally exponential stability of periodic solution of BAM neural networks with impulses and recent-history distributed delays

Authors :
Gu, Haibo
Jiang, Haijun
Teng, Zhidong
Source :
Neurocomputing. Jan2008, Vol. 71 Issue 4-6, p813-822. 10p.
Publication Year :
2008

Abstract

Abstract: In this paper, a class of generalized bi-directional associative memory (BAM) neural networks with recent history distributed delays and impulses are considered. By using Lyapunov functional method and fixed point theorem, we derive several sufficient conditions for the existence and globally exponential stability of a unique periodic solution of the networks. The results of this paper are new and different from previously known results. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09252312
Volume :
71
Issue :
4-6
Database :
Academic Search Index
Journal :
Neurocomputing
Publication Type :
Academic Journal
Accession number :
28800780
Full Text :
https://doi.org/10.1016/j.neucom.2007.03.007