Generalized function projective synchronization of weighted cellular neural networks with multiple time-varying coupling delays

Author

Xiangqian Gao ; Guoliang Cai ; Shuiming Cai

Author_Institution

Nonlinear Sci. Res. Center, Jiangsu Univ. Zhenjiang, Zhenjiang, China

fYear

2013

fDate

16-18 Dec. 2013

Firstpage

760

Lastpage

764

Abstract

New sufficient conditions are derived to guarantee the generalized function projective synchronization of weighted cellular neural networks with multiple time-varying delays. Based on Lyapunov theory, this paper gives an adaptive feedback controlling method to identify the generalized function projective synchronization of weighted cellular neural networks with time-varying delays. Then, the synchronization of the weighted cellular neural networks with different nodes is considered. The parameters of this paper are considered in many aspects, which can be applied to practical.

Keywords

Lyapunov methods; adaptive control; biocontrol; cellular neural nets; generalisation (artificial intelligence); recurrent neural nets; synchronisation; time-varying networks; Lyapunov theory; adaptive feedback controlling method; generalized function projective synchronization; multiple time-varying coupling delays; weighted cellular neural networks; Adaptive systems; Cellular neural networks; Couplings; Delay effects; Delays; Synchronization; Lyapunov stability theorem; generalized function projective synchronization; multiple time delay; weighted cellular neural networks;

fLanguage

English

Publisher

ieee

Conference_Titel

Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on

Conference_Location

Hangzhou

Print_ISBN

978-1-4799-2760-9

Type

conf

DOI

10.1109/BMEI.2013.6747042

Filename

6747042