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Global asymptotic stability of Hopfield neural networks with transmission delays

Authors :
Zhang, Qiang
Wei, Xiaopeng
Xu, Jin
Source :
Physics Letters A. Nov2003, Vol. 318 Issue 4/5, p399. 7p.
Publication Year :
2003

Abstract

The global asymptotic stability of Hopfield neural networks with transmission delays is considered in this Letter. We present a new sufficient condition for the asymptotic stability. This condition is dependent on the size of delays. The result is less conservative than those established in the earlier references. A numerical example is given to illustrate the applicability of this condition. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03759601
Volume :
318
Issue :
4/5
Database :
Academic Search Index
Journal :
Physics Letters A
Publication Type :
Academic Journal
Accession number :
11252168
Full Text :
https://doi.org/10.1016/j.physleta.2003.09.052