| Literature DB >> 24704882 |
Guodong Zhang1, Yi Shen2.
Abstract
This paper investigates the exponential synchronization of coupled memristor-based chaotic neural networks with both time-varying delays and general activation functions. And here, we adopt nonsmooth analysis and control theory to handle memristor-based chaotic neural networks with discontinuous right-hand side. In particular, several new criteria ensuring exponential synchronization of two memristor-based chaotic neural networks are obtained via periodically intermittent control. In addition, the new proposed results here are very easy to verify and also complement, extend the earlier publications. Numerical simulations on the chaotic systems are presented to illustrate the effectiveness of the theoretical results.Keywords: Chaotic dynamical systems; Exponential synchronization; Intermittent control; Memristor; Time-varying delays
Mesh:
Year: 2014 PMID: 24704882 DOI: 10.1016/j.neunet.2014.03.009
Source DB: PubMed Journal: Neural Netw ISSN: 0893-6080