The SMC approach to global synchronization of the cellular neural networks with multi-delays and distributed delays

Authors:
Guoliang Cai;Qin Yao;Xianbin Wu
Affiliations:
Nonlinear Scientific Research Center, Jiangsu University, Zhenjiang, Jiangsu, China;Nonlinear Scientific Research Center, Jiangsu University, Zhenjiang, Jiangsu, China;Junior College, Zhejiang Wanli University, Ningbo, Zhejiang, China
Venue:
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Year:
2012

Citing 9
Cited 0

On the global output convergence of a class of recurrent neural networks with time-varying inputs

Neural Networks
2005 Special Issue: Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks

Neural Networks - 2005 Special issue: IJCNN 2005
Global exponential stability of cellular neural networks with time-varying discrete and distributed delays

Neurocomputing
Neural networks letter: Synchronization of nonidentical chaotic neural networks with time delays

Neural Networks
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach

Neurocomputing
A generalized LMI-based approach to the global asymptotic stability of delayed cellular neural networks

IEEE Transactions on Neural Networks
Stability analysis for stochastic Cohen-Grossberg neural networks with mixed time delays

IEEE Transactions on Neural Networks
New Delay-Dependent Stability Criteria for Neural Networks With Time-Varying Delay

IEEE Transactions on Neural Networks
A New Criterion of Delay-Dependent Asymptotic Stability for Hopfield Neural Networks With Time Delay

IEEE Transactions on Neural Networks

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper is further to investigate the global synchronization of the cellular neural networks with both multi-delays and distributed delays. Based on the Lyapunov stability theorem, by using the LMI technique and designing a sliding mode control (SMC) approach, a less conservative yet sufficient condition is derived to guarantee the global stability of the error system with both delay-independent and delay-dependent situations. The feasible SMC law is designed such that the trajectory of the error system is globally driven onto the specified sliding surface. The global synchronization is obtained at last.