A new Lyapunov functional approach to sampled-data synchronization control for delayed neural networks

• Published in: Journal of the Franklin Institute Vol. 355; no. 17; pp. 8857 - 8873
• Main Authors: Xiao, Shen-Ping, Lian, Hong-Hai, Teo, Kok Lay, Zeng, Hong-Bing, Zhang, Xiao-Hu
• Format: Journal Article
• Language: English
• Published: Elmsford Elsevier Ltd 01.11.2018; Elsevier Science Ltd
• Subjects: Control systems design; Control theory; Finite element analysis; Linear matrix inequalities; Matrix methods; Neural networks; Parallel processing; Sampling; Synchronism

This paper discusses the problem of synchronization for delayed neural networks using sampled-data control. We introduce a new Lyapunov functional, called complete sampling-interval-dependent discontinuous Lyapunov functional, which can adequately capture sampling information on both intervals from...