Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays
文献类型：期刊论文
| 作者 | Wan, AH; Qiao, H ; Peng, JG; Wang, MS
|
| 刊名 | PHYSICS LETTERS A
 |
| 出版日期 | 2006-04-24 |
| 卷号 | 353期号:2-3页码:151-157 |
| 关键词 | Cohen-Grossberg neural networks global exponential stability discrete delays nonlinear measure Lyapunov functional |
| 英文摘要 | The global exponential stability is investigated for a class of generalized Cohen-Grossberg neural networks with discrete delays. By means of the combination of the nonlinear measure approach and constructing a novel Lyapunov functional together with some nonlinear functional analysis and inequality techniques, general sufficient conditions are obtained for the existence, uniqueness and global exponential stability of equilibrium of the delayed neural networks, which are mild and independent of the delays. The new criteria do not require the boundedness, monotonicity and differentiability assumptions of the normal and the delayed activation functions. Our results generalize and improve many existing ones. (c) 2005 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Physics, Multidisciplinary |
| 研究领域[WOS] | Physics |
| 关键词[WOS] | TRANSMISSION DELAYS ; GLOBAL STABILITY |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000236631400008 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9374]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China 2.Xi An Jiao Tong Univ, Fac Sci, Inst Informat & Syst Sci, Xian 710049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wan, AH,Qiao, H,Peng, JG,et al. Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays[J]. PHYSICS LETTERS A,2006,353(2-3):151-157. |
| APA | Wan, AH,Qiao, H,Peng, JG,&Wang, MS.(2006).Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays.PHYSICS LETTERS A,353(2-3),151-157. |
| MLA | Wan, AH,et al."Delay-independent criteria for exponential stability of generalized Cohen-Grossberg neural networks with discrete delays".PHYSICS LETTERS A 353.2-3(2006):151-157. |
入库方式： OAI收割
来源：自动化研究所
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