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Distributed adaptive synchronization for delayed neural networks with Markovian jumping parameters

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成果类型:
期刊论文、会议论文
作者:
Dai, Anding*;Xiao, Cuie
通讯作者:
Dai, Anding
作者机构:
[Dai, Anding; Xiao, Cuie] Hunan City Univ, Sch Math & Comp Sci, Yiyang 413000, Hunan, Peoples R China.
通讯机构:
[Dai, Anding] H
Hunan City Univ, Sch Math & Comp Sci, Yiyang 413000, Hunan, Peoples R China.
语种:
英文
关键词:
Synchronization;Neural network;Markovian switching parameter;Distributed adaptive law
期刊:
Chinese Control Conference
ISSN:
1934-1768
年:
2016
卷:
2016-August
页码:
3636-3641
会议名称:
第35届中国控制会议
会议论文集名称:
Chinese Control Conference
会议时间:
2016-01-01
会议地点:
中国四川成都
会议主办单位:
[Dai, Anding;Xiao, Cuie] Hunan City Univ, Sch Math & Comp Sci, Yiyang 413000, Hunan, Peoples R China.
会议赞助商:
中国系统工程学会<&wdkj&>中国自动化学会控制理论专业委员会
主编:
Chen, J Zhao, Q
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-9-8815-6391-0
基金类别:
Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11371125]; Natural Science Foundation of Hunan Province of ChinaNatural Science Foundation of Hunan Province [2016JJ4016]; Educational Department of Hunan Province of China [15C0243]; guiding program of Yiyang science and technology bureau [2015JZ27]
机构署名:
本校为第一且通讯机构
院系归属:
理学院
摘要:
This paper investigates the synchronization problem for a class of delayed neural networks with Markovian switching parameters by using adaptive control scheme. A new delayed neural networks model with Markovian switching parameters and adaptive coupling strengths is established. By utilizing adaptive scheme, M-matrix approach and Lyapunov theory, sufficient criteria for a class of delayed neural networks with Markovian switching parameters and adaptive coupling strengths are proposed. A numerical example i...

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