报告题目：Stabilization and Synchronization of Neural Networks via Impulsive Adaptive Control
报告人：谭学刚
报告时间：2023年12月15日16:20-17:00
报告地点：数学与统计学院四楼会议室
报告摘要：This talk addresses the stabilization and synchronization problems of coupled neural networks (NNs) via an impulsive adaptive control (IAC) strategy. Unlike the traditional fixed-gain-based impulsive methods, a novel discrete-time-based adaptive updating law for the impulsive gain is designed to maintain the stabilization and synchronization performance of the coupled NNs, where the adaptive generator only intermittently updates its data at the impulsive instants. Several stabilization and synchronization criteria for the coupled NNs are established based on the impulsive adaptive feedback protocols. Additionally, the corresponding convergence analysis are also provided. Finally, the effectiveness of the obtained theoretical results is illustrated using two comparison simulation examples.
报告人简介：谭学刚，海南大学副研究员，博士研究生导师，IEEE会员，中国自动化学会会员，海南省高层次人才，主要从事群体智能分布式协同控制与优化方面的研究。迄今在IEEE（TNNLS/TCYB/TSMCA/TCNS/TNSE/TCSII）等国际期刊上发表SCI论文20余篇，其中IEEE汇刊9篇, ESI高被引论文3篇。主持国家自然科学基金、海南省自然科学基金各1项，担任包括Automatica、IEEE (TAC/TCYB/TIE/TCNS/TFS/TCSI/TCDS/TM/TCSII)在内的多个国际期刊审稿人。
邀请人：魏代俊