Sampled-data exponential synchronization of time-delay neural networks subject to random controller gain perturbations

• Published in: Applied mathematics and computation Vol. 385; p. 125429
• Main Authors: Liu, Yamin, Xuan, Zuxing, Wang, Zhen, Zhou, Jianping, Liu, Yajuan
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 15.11.2020
• Subjects: Gain perturbations; Neural networks; Sampled-data control; Synchronization; Time delay; Sampled-data control; Gain perturbations; Time delay; Synchronization; Neural networks

•A non-fragile sampled-data control method is used to study the exponential synchronization of neural networks with mixed delays.•A sufficient exponential stability condition is developed by using a new two-sided looped Lyapunov functional.•A design scheme of the non-fragile sampled-data controller...