Synchronization of Time Delay Coupled Neural Networks Based on Impulsive Control

Jie Fang, Yin Zhang, Danying Xu, Junwei Sun
2020 Mathematical Problems in Engineering  
This paper investigates the impulsive synchronization of time delay coupled neural networks. Based on the Lyapunov stability theory and impulsive control method, a distributed delayed impulsive controller is designed to realize synchronization of the coupled neural networks. A new impulsive delayed inequality is proposed, where the control effect of distributed delayed impulses is fully considered. In addition, a suitable Lyapunov-like function is established to prove the stability of the
more » ... bility of the synchronization system. Numerical simulation examples are introduced to illustrate the effectiveness and feasibility of the main results.
doi:10.1155/2020/5986018 fatcat:eiolwtce3rb33feinqksdfcqmm