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Fixed time synchronization of delayed quaternion-valued memristor-based neural networks

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成果类型:
期刊论文
作者:
Chen, Dingyuan;Zhang, Weiwei*;Cao, Jinde;Huang, Chuangxia
通讯作者:
Zhang, Weiwei
作者机构:
[Zhang, Weiwei; Chen, Dingyuan] Anqing Normal Univ, Sch Math & Phys, Anqing, Peoples R China.
[Cao, Jinde; Zhang, Weiwei] Southeast Univ, Sch Math, Nanjing, Peoples R China.
[Huang, Chuangxia] Changsha Univ Sci & Technol, Dept Appl Math, Changsha, Peoples R China.
通讯机构:
[Zhang, Weiwei] A
[Zhang, Weiwei] S
Anqing Normal Univ, Sch Math & Phys, Anqing, Peoples R China.
Southeast Univ, Sch Math, Nanjing, Peoples R China.
语种:
英文
关键词:
Fixed time synchronization;Lyapunov function;Quaternion;Time varying delays;Memristor-based neural networks
期刊:
Advances in Difference Equations
ISSN:
1687-1839
年:
2020
卷:
2020
期:
1
页码:
1-16
基金类别:
This study is supported by the National Natural Science Foundation of China (No. 61573096), the Natural Science Foundation of Anhui Province (No. 1908085MA01), the Excellent Young Talents Fund Program of Higher Education Institutions of Anhui Province (No. KJ2018A0365, No. KJ2019A0573, No. KJ2019A0556), and the Special Foundation for Young Scientists of Anhui Province (No. gxyq2019048).
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
This paper investigates the fixed time synchronization issue for a class of quaternion-valued memristor-based neural networks (QVMNN) at the presence of time varying delays. Differential inclusion and fixed time stability theory are used, and new synchronization conditions are formulated to achieve the synchronization of delayed QVMNN within a fixed time based on a Lyapunov function and a suitable controller. The feasibility of the propo...

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