Adaptive synchronization of delayed reaction-diffusion neural networks with unknown non-identical time-varying coupling strengths
文献类型:期刊论文
作者 | Li, Junmin1; He, Chao1; Zhang, Weiyuan2; Chen, Minglai1,3 |
刊名 | neurocomputing
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出版日期 | 2017-01-05 |
卷号 | 219页码:144-153 |
关键词 | Nonidentical time-varying coupling strengths Adaptive Reaction-diffusion neural networks (RDNNs) Asymptotic synchronization Lyapunov-Krasovskii-like composite energy functional (CEF) |
ISSN号 | 0925-2312 |
产权排序 | 3 |
英文摘要 | this paper concerns the asymptotic synchronization of delayed reaction-diffusion neural networks (rdnns) with unknown nonidentical time-varying coupling strengths, where the time-varying coupling strengths are consist of continuous time-varying periodic parameters and time-invariant nonnegative parameters. by utilizing a novel adaptive approach, the differential-difference type adaptive laws of coupling strengths and adaptive controller are designed such that the nonidentical rdnns are asymptotic synchronization. the sufficient conditions dependent on the reaction-diffusion terms are derived by constructing a novel lyapunov-krasovskii-like composite energy functional (cef) and using barbalat's lemma. finally, a simulation example is provided to illustrate the effectiveness of the developed approach. (c) 2016 elsevier b.v. all rights reserved. |
WOS标题词 | science & technology ; technology |
学科主题 | computer science, artificial intelligence |
类目[WOS] | computer science, artificial intelligence |
研究领域[WOS] | computer science |
关键词[WOS] | global exponential stability ; learning control ; terms ; periodicity ; parameters ; discrete |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000390734300014 |
源URL | [http://ir.opt.ac.cn/handle/181661/28598] ![]() |
专题 | 西安光学精密机械研究所_光电测量技术实验室 |
作者单位 | 1.Xidian Univ, Sch Math & Stat, Xian 710071, Peoples R China 2.Xianyang Normal Univ, Inst Nonlinear Sci, Xianyang 712000, Peoples R China 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China |
推荐引用方式 GB/T 7714 | Li, Junmin,He, Chao,Zhang, Weiyuan,et al. Adaptive synchronization of delayed reaction-diffusion neural networks with unknown non-identical time-varying coupling strengths[J]. neurocomputing,2017,219:144-153. |
APA | Li, Junmin,He, Chao,Zhang, Weiyuan,&Chen, Minglai.(2017).Adaptive synchronization of delayed reaction-diffusion neural networks with unknown non-identical time-varying coupling strengths.neurocomputing,219,144-153. |
MLA | Li, Junmin,et al."Adaptive synchronization of delayed reaction-diffusion neural networks with unknown non-identical time-varying coupling strengths".neurocomputing 219(2017):144-153. |
入库方式: OAI收割
来源:西安光学精密机械研究所
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