Stability analysis for neural networks with time-varying interval delay
文献类型：期刊论文
| 作者 | He, Yong ; Liu, G. P.; Rees, D.; Wu, Min
|
| 刊名 | IEEE TRANSACTIONS ON NEURAL NETWORKS
 |
| 出版日期 | 2007-11-01 |
| 卷号 | 18期号:6页码:1850-1854 |
| 关键词 | delay/interval-dependent stability Neural Networks (NNs) time-varying interval delay |
| 英文摘要 | This letter is concerned with the stability analysis of neural networks (NNs) with time-varying interval delay. The relationship between the time-varying delay and its lower and upper bounds is taken into account when estimating the upper bound of the derivative of Lyapunov functional. As a result, some improved delay/interval-dependent stability criteria for NNs with time-varying interval delay are proposed. Numerical examples are given to demonstrate the effectiveness and the merits of the proposed method. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | GLOBAL ASYMPTOTIC STABILITY ; LMI-BASED CRITERIA ; ROBUST STABILITY ; EXPONENTIAL STABILITY ; SYSTEMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000250789100025 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9416]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China 2.Univ Glamorgan, Fac Adv Technol, Pontypridd CF37 1DL, M Glam, Wales 3.Chinese Acad Sci, Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Yong,Liu, G. P.,Rees, D.,et al. Stability analysis for neural networks with time-varying interval delay[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2007,18(6):1850-1854. |
| APA | He, Yong,Liu, G. P.,Rees, D.,&Wu, Min.(2007).Stability analysis for neural networks with time-varying interval delay.IEEE TRANSACTIONS ON NEURAL NETWORKS,18(6),1850-1854. |
| MLA | He, Yong,et al."Stability analysis for neural networks with time-varying interval delay".IEEE TRANSACTIONS ON NEURAL NETWORKS 18.6(2007):1850-1854. |
入库方式： OAI收割
来源：自动化研究所
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