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Boundedness and stability for nonautonomous cellular neural networks with delay

Authors :
Rehim, Mehbuba
Jiang, Haijun
Teng, Zhidong
Source :
Neural Networks. Sep2004, Vol. 17 Issue 7, p1017-1025. 9p.
Publication Year :
2004

Abstract

In this paper, a class of nonautonomous cellular neural networks is studied. By constructing a suitable Liapunov functional, applying the boundedness theorem for general functional–differential equations and the Banach fixed point theorem, a series of new criteria are obtained on the boundedness, global exponential stability, and existence of periodic solutions. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
08936080
Volume :
17
Issue :
7
Database :
Academic Search Index
Journal :
Neural Networks
Publication Type :
Academic Journal
Accession number :
14102068
Full Text :
https://doi.org/10.1016/j.neunet.2004.03.009