Exponential synchronization for coupled neural networks with time-varying delay under single impulsive controller

Author

Ze Tang ; Park, Ju H. ; Jung, H.Y.

Author_Institution

Dept. of Electr. Eng., Yeungnam Univ., Gyeongsan, South Korea

fYear

2015

fDate

23-25 May 2015

Firstpage

1708

Lastpage

1713

Abstract

The global exponential synchronization of the nonlinear coupled neural network with an asymmetrical matrix and time-varying delays is investigated in this paper. By exerting only an impulsive controller on the first node in the network, without lose generality, sufficient criteria are derived to guarantee the realization of the exponential synchronization for the network no matter the impulsive effect plays a positive or negative role in the procedure of achieving stable. What´s more, we give a numerical simulation to support the validity of the analytical results.

Keywords

delays; matrix algebra; neurocontrollers; nonlinear control systems; synchronisation; asymmetrical matrix; global exponential synchronization; nonlinear coupled neural networks; numerical simulation; single impulsive controller; time-varying delay; Chaos; Convergence; Couplings; Delays; Neural networks; Synchronization; Trajectory; Neural network; exponential synchronization; impulsive controller; nonlinearly coupling; time-varying delays;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Decision Conference (CCDC), 2015 27th Chinese

Conference_Location

Qingdao

Print_ISBN

978-1-4799-7016-2

Type

conf

DOI

10.1109/CCDC.2015.7162195

Filename

7162195