Sampled-Data Control for Synchronization of Space-Varying Reaction-Diffusion Neural Networks
Zipeng Wang, Huai‐Ning Wu, Xiaohong Wang, Luhao Wang · 2019
This paper introduces a sampled-data control for synchronization of space-varying reaction-diffusion neural networks. By constructing an appropriate Lyapunov functional, a sampled-data control design is developed based on spatial linear matrix inequalities, which can stabilize exponentially the synchronization error system. Finally, a numerical example is offered to support the proposed approach.