Stability analysis and absolute synchronization of a three-unit delayed neural network
Kybernetika, Tome 51 (2015) no. 5, pp. 800-813
Voir la notice de l'article provenant de la source Czech Digital Mathematics Library
In this paper, we consider a three-unit delayed neural network system, investigate the linear stability, and obtain some sufficient conditions ensuring the absolute synchronization of the system by the Lyapunov function. Numerical simulations show that the theoretically predicted results are in excellent agreement with the numerically observed behavior.
DOI :
10.14736/kyb-2015-5-0800
Classification :
34D06, 34D20
Keywords: absolute synchronization; delay; linear stability; neural network
Keywords: absolute synchronization; delay; linear stability; neural network
@article{10_14736_kyb_2015_5_0800,
author = {Wang, Lin Jun and Xie, You Xiang and Wei, Zhou Chao and Peng, Jian},
title = {Stability analysis and absolute synchronization of a three-unit delayed neural network},
journal = {Kybernetika},
pages = {800--813},
publisher = {mathdoc},
volume = {51},
number = {5},
year = {2015},
doi = {10.14736/kyb-2015-5-0800},
mrnumber = {3445985},
zbl = {06537781},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.14736/kyb-2015-5-0800/}
}
TY - JOUR AU - Wang, Lin Jun AU - Xie, You Xiang AU - Wei, Zhou Chao AU - Peng, Jian TI - Stability analysis and absolute synchronization of a three-unit delayed neural network JO - Kybernetika PY - 2015 SP - 800 EP - 813 VL - 51 IS - 5 PB - mathdoc UR - http://geodesic.mathdoc.fr/articles/10.14736/kyb-2015-5-0800/ DO - 10.14736/kyb-2015-5-0800 LA - en ID - 10_14736_kyb_2015_5_0800 ER -
%0 Journal Article %A Wang, Lin Jun %A Xie, You Xiang %A Wei, Zhou Chao %A Peng, Jian %T Stability analysis and absolute synchronization of a three-unit delayed neural network %J Kybernetika %D 2015 %P 800-813 %V 51 %N 5 %I mathdoc %U http://geodesic.mathdoc.fr/articles/10.14736/kyb-2015-5-0800/ %R 10.14736/kyb-2015-5-0800 %G en %F 10_14736_kyb_2015_5_0800
Wang, Lin Jun; Xie, You Xiang; Wei, Zhou Chao; Peng, Jian. Stability analysis and absolute synchronization of a three-unit delayed neural network. Kybernetika, Tome 51 (2015) no. 5, pp. 800-813. doi: 10.14736/kyb-2015-5-0800
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