Pinning synchronization of coupled neural networks with multiple time-varying delays and reaction-diffusion terms

摘要

A coupled neural networks with time-varying delays and reaction-diffusion terms is considered in this paper. By utilizing the pinning control technique and the Lyapunov functional method, we analyze the synchronization of such network model. First, by using some inequality techniques, a synchronization criterion for coupled reaction-diffusion neural networks is established. In addition, in order to obtain appropriate coupling strength c, an adaptive strategy is also designed in this paper. Finally, a numerical example with simulation results is provided to demonstrate the effectiveness of the proposed results.