Synchronization of coupled neural networks with reaction-diffusion terms and switching topology
Beibei Xu, Yanli Huang, Jin-Liang Wang, Pu-Chong Wei, Shun‐Yan Ren · 2016
This paper investigates the synchronization of linearly coupled reaction-diffusion neural networks (CRDNNs) with switching topology. By constructing appropriate Lyapunov functionals, several sufficient conditions are derived in the form of LMIs to guarantee synchronization of the proposed network models. Finally, a numerical example is given to demonstrate the correctness and effectiveness of the theoretical results.