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Synchronization stability in an array of linearly coupled connected neural networks with multiple delays.

Authors :
Wang, Zhanshan
Dakai Zhou
Dawei Gong
Xiangnan Zhong
Source :
2012 24th Chinese Control & Decision Conference (CCDC); 1/ 1/2012, p1863-1868, 6p
Publication Year :
2012

Abstract

In this paper, synchronization stability problem for arrays of linearly coupled multiple delayed neural networks is studied on the basis of LMI method. The derived results greatly improve and generalize some earlier results. Some key problems between stability of recurrent neural networks and synchronization stability of arrays of coupled neural networks are discussed in some Remarks. A numerical example is used to illustrate the effectiveness of the derived results. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISBNs :
9781457720734
Database :
Complementary Index
Journal :
2012 24th Chinese Control & Decision Conference (CCDC)
Publication Type :
Conference
Accession number :
86503439
Full Text :
https://doi.org/10.1109/CCDC.2012.6244299