Synchronization of Coupled Reaction-Diffusion Neural Networks with Time-Varying Delays via Pinning-Impulsive Controller

• Published in: SIAM journal on control and optimization Vol. 51; no. 5; pp. 3486 - 3510
• Main Authors: Yang, Xinsong, Cao, Jinde, Yang, Zhichun
• Format: Journal Article
• Language: English
• Published: Philadelphia Society for Industrial and Applied Mathematics 01.01.2013
• Subjects: Applied mathematics; Dynamical systems; Grants; Neural networks

In this paper, global exponential synchronization stability in an array of linearly diffusively coupled reaction-diffusion neural networks with time-varying delays is investigated by adding impulsive controller to a small fraction of nodes (pinning-impulsive controller). In order to overcome the dif...