Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control

doi:10.1016/j.neucom.2018.02.006

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

	Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control
	Li, Yueheng 1,4; Luo, Biao2 ; Liu, Derong 3; Yang, Zhanyu2
刊名	NEUROCOMPUTING
	2018-05-10
卷号	289 页码:144-154
关键词	Memristive Neural Networks Robust Synchronization Mismatch Characteristics Pinning Control
DOI	10.1016/j.neucom.2018.02.006
文献子类	Article
英文摘要	This paper is concerned with robust synchronization problem of memristive neural networks (MNNs) with mismatch characteristics. First, based on theories of set-valued maps and differential inclusions, strong mismatch characteristics including coefficient mismatch and time-varying delay mismatch are simultaneously considered between the drive and response MNNs. Second, pinning control strategy, which can save control cost by adding controllers on partial node, is adopted to guarantee the drive system and the response system can achieve synchronization robustly. Furthermore, the sufficient stability conditions for error system is proved by using Lyapunov functional method. Finally, numerical simulation is presented to verify the effectiveness of the proposed results. (C) 2018 Published by Elsevier B.V.
WOS关键词	TIME-VARYING DELAYS ; EXPONENTIAL SYNCHRONIZATION ; COMPLEX NETWORKS ; STATE ESTIMATION ; ELEMENT ; SYSTEMS ; DESIGN ; MODEL
WOS研究方向	Computer Science
语种	英语
WOS记录号	WOS:000428123200012
资助机构	National Natural Science Foundation of China(61503377 ; 61533017 ; U1501251 ; 61473002)
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/22001]
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 4.North China Univ Technol, Coll Elect & Control Engn, Beijing 100144, Peoples R China
推荐引用方式 GB/T 7714	Li, Yueheng,Luo, Biao,Liu, Derong,et al. Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control[J]. NEUROCOMPUTING,2018,289:144-154.
APA	Li, Yueheng,Luo, Biao,Liu, Derong,&Yang, Zhanyu.(2018).Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control.NEUROCOMPUTING,289,144-154.
MLA	Li, Yueheng,et al."Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control".NEUROCOMPUTING 289(2018):144-154.