Sliding Mode Control for Recurrent Neural Networks With Time-Varying Delays and Impulsive Effects

作     者：Lanfeng Hua Kaibo Shi Zheng-Guang Wu Soohee Han Shouming Zhong Lanfeng Hua;Kaibo Shi;Zheng-Guang Wu;Soohee Han;Shouming Zhong

作者机构：the School of Automation EngineeringUniversity of Electronic Science and Technology of ChinaChengdu 611731China the School of Electronic Information and Electrical EngineeringChengdu UniversityChengdu 610106China the Institute of Cyber-Systems and ControlZhejiang UniversityHangzhou 310027China the Department of Electrical Engineering and Convergence IT EngineeringPohang University of Science and TechnologyPohang 37673South Korea the School of Mathematics SciencesUniversity of Electronic Science and Technology of ChinaChengdu 611731China 

出 版 物：《IEEE/CAA Journal of Automatica Sinica》 (自动化学报（英文版）)

年 卷 期：2023年第10卷第5期

页      面：1319-1321页

核心收录：

学科分类：0711[理学-系统科学] 07[理学] 08[工学] 081104[工学-模式识别与智能系统] 0811[工学-控制科学与工程] 

主　　题：impulsive letter delays 

摘      要：Dear Editor,This letter studies the problem of sliding mode control(SMC)design for recurrent neural networks(RNNs)with impulsive disturbances and time-varying transmission delays.To this end,an appropriate integral sliding surface function and SMC law are adopted for use under impulsive disturbances and time-varying delays.