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Synchronization of Coupled Connected Neural Networks With Delays.

Authors :
Lu, Wenlian
Chen, Tianping
Source :
IEEE Transactions on Circuits & Systems. Part I: Regular Papers; Dec2004, Vol. 51 Issue 12, p2491-2503, 13p
Publication Year :
2004

Abstract

In this paper, we investigate synchronization of an array of linearly coupled identical connected neural networks with delays; Variational method is used to investigate local synchronization. Global exponential stability is studied, too. We do not assume that the coupling matrix A is symmetric or irreducible. The linear matrix inequality approach is used to judge synchronization with global convergence property. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15498328
Volume :
51
Issue :
12
Database :
Complementary Index
Journal :
IEEE Transactions on Circuits & Systems. Part I: Regular Papers
Publication Type :
Periodical
Accession number :
15370068
Full Text :
https://doi.org/10.1109/TCSI.2004.838308