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New delay-dependent stability criteria for neural networks with time-varying delay
文献类型：期刊论文
| 作者 | He, Yong ; Liu, Guoping; Rees, D.
|
| 刊名 | IEEE TRANSACTIONS ON NEURAL NETWORKS
 |
| 出版日期 | 2007 |
| 卷号 | 18期号:1页码:310-314 |
| 关键词 | delay-dependent neural networks (NNs) time-varying delay linear matrix inequality (LMI) stability |
| 英文摘要 | In this letter, a new method is proposed for stability analysis of neural networks (NNs) with a time-varying delay. Some less conservative delay-dependent stability criteria are established by considering the additional useful terms, which were ignored in previous methods, when estimating the upper bound of the derivative of Lyapunov functionals and introducing the new free-weighting matrices. Numerical examples are given to demonstrate the effectiveness and the benefits 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 ; EXPONENTIAL STABILITY ; ROBUST STABILITY ; LMI APPROACH ; SYSTEMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000243918400027 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9387]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Univ Glamorgan, Fac Adv Technol, Pontypridd CF37 1DL, M Glam, Wales 2.Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China 3.Chinese Acad Sci, CSIS Lab, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | He, Yong,Liu, Guoping,Rees, D.. New delay-dependent stability criteria for neural networks with time-varying delay[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2007,18(1):310-314. |
| APA | He, Yong,Liu, Guoping,&Rees, D..(2007).New delay-dependent stability criteria for neural networks with time-varying delay.IEEE TRANSACTIONS ON NEURAL NETWORKS,18(1),310-314. |
| MLA | He, Yong,et al."New delay-dependent stability criteria for neural networks with time-varying delay".IEEE TRANSACTIONS ON NEURAL NETWORKS 18.1(2007):310-314. |
入库方式： OAI收割
来源：自动化研究所
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