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Global exponential stability of Hopfield neural networks with continuously distributed delays

Authors :
Zhang, Qiang
Wei, Xiaopeng
Xu, Jin
Source :
Physics Letters A. Sep2003, Vol. 315 Issue 6, p431. 6p.
Publication Year :
2003

Abstract

A model of Hopfield neural networks (HNN) with continuously distributed delays is considered. A sufficient condition which guarantees global exponential stability (GES) of an equilibrium point is given based on the method of variation parameter and inequality technique. Compared with the previous methods, our method does not resorting to any Lyapunov functionals. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03759601
Volume :
315
Issue :
6
Database :
Academic Search Index
Journal :
Physics Letters A
Publication Type :
Academic Journal
Accession number :
10695372
Full Text :
https://doi.org/10.1016/S0375-9601(03)01106-X