Synchronization of Interconnected Discontinuous Neural Networks With Nonlinear Coupling Functions
被引:8
|
作者:
Wang, Zengyun
论文数: 0|引用数: 0|
h-index: 0|
机构:
Hunan First Normal Univ, Dept Math, Changsha 410205, Hunan, Peoples R ChinaHunan First Normal Univ, Dept Math, Changsha 410205, Hunan, Peoples R China
Wang, Zengyun
[1
]
Liu, Xinzhi
论文数: 0|引用数: 0|
h-index: 0|
机构:
Univ Waterloo, Dept Appl Math, Waterloo, ON N2L 3G1, CanadaHunan First Normal Univ, Dept Math, Changsha 410205, Hunan, Peoples R China
Liu, Xinzhi
[2
]
机构:
[1] Hunan First Normal Univ, Dept Math, Changsha 410205, Hunan, Peoples R China
Some criteria on exponential synchronization of multiple identical discontinuous neural networks with time delay are given in this paper. Different from the available results, the nodes of complex networks are coupled via nonlinear discontinuous functions. First, we study the existence of Filippov solution of the nonlinear coupled discontinuous neural networks (NCDNNs) based on differential inclusion theory. In addition, we derive some exponential synchronization criteria of the NCDNNs. Finally, we design a pinning impulsive controller to realize the exponential synchronization of NCDNNs. Numerical examples are presented to illustrate the obtained results.
机构:
Southeast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
Southeast Univ, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
Xizang Minzu Univ, Sch Educ, Xianyang 712082, Peoples R ChinaSoutheast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
Ding, Xiaoshuai
Cao, Jinde
论文数: 0|引用数: 0|
h-index: 0|
机构:
Southeast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
Southeast Univ, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21589, Saudi ArabiaSoutheast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
Cao, Jinde
Alsaedi, Ahmed
论文数: 0|引用数: 0|
h-index: 0|
机构:
King Abdulaziz Univ, Fac Sci, Dept Math, Nonlinear Anal & Appl Math NAAM Res Grp, Jeddah 21589, Saudi ArabiaSoutheast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
Alsaedi, Ahmed
Alsaadi, Fuad E.
论文数: 0|引用数: 0|
h-index: 0|
机构:
King Abdulaziz Univ, Fac Engn, Elect & Comp Engn Dept, Jeddah 21589, Saudi ArabiaSoutheast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China
机构:
Hunan Univ, Coll Math & Economet, Changsha 410082, Hunan, Peoples R China
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R ChinaHunan Univ, Coll Math & Economet, Changsha 410082, Hunan, Peoples R China
Guo, Zhenyuan
Yang, Shaofu
论文数: 0|引用数: 0|
h-index: 0|
机构:
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R ChinaHunan Univ, Coll Math & Economet, Changsha 410082, Hunan, Peoples R China
Yang, Shaofu
Wang, Jun
论文数: 0|引用数: 0|
h-index: 0|
机构:
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R ChinaHunan Univ, Coll Math & Economet, Changsha 410082, Hunan, Peoples R China