Pinning synchronization of memristor-based neural networks with time-varying delays

doi:10.1016/j.neunet.2017.05.003

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 平行控制

	Pinning synchronization of memristor-based neural networks with time-varying delays
	Yang, Zhanyu1 ; Luo, Biao2 ; Liu, Derong 3; Li, Yueheng 1
刊名	NEURAL NETWORKS
	2017-09-01
卷号	93 期号:无页码:143-151
关键词	Memristor-based Neural Networks Pinning Control Time-varying Delays Exponential Synchronization Asymptotic Synchronization
DOI	10.1016/j.neunet.2017.05.003
文献子类	Article
英文摘要	In this paper, the synchronization of memristor-based neural networks with time-varying delays via pinning control is investigated. A novel pinning method is introduced to synchronize two memristor-based neural networks which denote drive system and response system, respectively. The dynamics are studied by theories of differential inclusions and nonsmooth analysis. In addition, some sufficient conditions are derived to guarantee asymptotic synchronization and exponential synchronization of memristor-based neural networks via the presented pinning control. Furthermore, some improvements about the proposed control method are also discussed in this paper. Finally, the effectiveness of the obtained results is demonstrated by numerical simulations. (C) 2017 Elsevier Ltd. All rights reserved.
WOS关键词	PERIODICALLY INTERMITTENT CONTROL ; EXPONENTIAL LAG SYNCHRONIZATION ; IMPULSIVE SYNCHRONIZATION ; ADAPTIVE SYNCHRONIZATION ; CHAOTIC SYSTEMS ; SAMPLED-DATA ; FUZZY MODEL ; STABILIZATION ; STABILITY ; CIRCUIT
WOS研究方向	Computer Science ; Neurosciences & Neurology
语种	英语
WOS记录号	WOS:000406784500013
资助机构	National Natural Science Foundation of China(61533017 ; U1501251 ; 61374105 ; 61503377 ; 61233001)
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/20714]
专题	复杂系统管理与控制国家重点实验室_平行控制
作者单位	1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Guangdong, Peoples R China
推荐引用方式 GB/T 7714	Yang, Zhanyu,Luo, Biao,Liu, Derong,et al. Pinning synchronization of memristor-based neural networks with time-varying delays[J]. NEURAL NETWORKS,2017,93(无):143-151.
APA	Yang, Zhanyu,Luo, Biao,Liu, Derong,&Li, Yueheng.(2017).Pinning synchronization of memristor-based neural networks with time-varying delays.NEURAL NETWORKS,93(无),143-151.
MLA	Yang, Zhanyu,et al."Pinning synchronization of memristor-based neural networks with time-varying delays".NEURAL NETWORKS 93.无(2017):143-151.