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Browse Journals & Magazines > Neural Networks, IEEE Transac ...> Volume:18 Issue:6 Help

Stability Analysis for Neural Networks With Time-Varying Interval Delay

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4 Author(s)
Yong He ; Central South Univ., Changsha ; Liu, G.P. ; Rees, D. ; Min Wu

This letter is concerned with the stability analysis of neural networks (NNs) with time-varying interval delay. The relationship between the time-varying delay and its lower and upper bounds is taken into account when estimating the upper bound of the derivative of Lyapunov functional. As a result, some improved delay/interval-dependent stability criteria for NNs with time-varying interval delay are proposed. Numerical examples are given to demonstrate the effectiveness and the merits of the proposed method.

Published in:
Neural Networks, IEEE Transactions on  (Volume:18 ,  Issue: 6 )

Date of Publication: Nov. 2007

Page(s):
1850 - 1854
ISSN :
1045-9227
INSPEC Accession Number:
9673975
Digital Object Identifier :
10.1109/TNN.2007.903147
Product Type:
Journals & Magazines
Date of Current Version :
19 November 2007
Issue Date :
Nov. 2007
Sponsored by :
IEEE Computational Intelligence Society

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