Title :
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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2760-9
DOI :
10.1109/BMEI.2013.6747042
