摘要
This paper investigates the problem of global asymptoticstability for a class of uncertain neural networks with time-varying and distributed delays. The uncertainties we considered in this paper are norm-bounded, and possibly time-varying. By Lyapunov-Krasovskii functional approach and S-procedure, a new stability criteria for the asymptotic stability of the system is derived in terms of linear matrix inequalities (LMIs). Two simulation examples are given to demonstrate the effectiveness of the developed techniques.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings |
| 出版商 | Springer Verlag |
| 页 | 871-878 |
| 页数 | 8 |
| 版本 | PART 1 |
| ISBN（印刷版） | 9783540723820 |
| DOI | |
| 出版状态 | 已出版 - 2007 |
| 已对外发布 | 是 |
| 活动 | 4th International Symposium on Neural Networks, ISNN 2007 - Nanjing, 中国 期限: 3 6月 2007 → 7 6月 2007 |
出版系列
| 姓名 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| 编号 | PART 1 |
| 卷 | 4491 LNCS |
| ISSN（印刷版） | 0302-9743 |
| ISSN（电子版） | 1611-3349 |
会议
| 会议 | 4th International Symposium on Neural Networks, ISNN 2007 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Nanjing |
| 时期 | 3/06/07 → 7/06/07 |
指纹
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Qiu, J., Zhang, J., Gao, Z., & Yang, H. (2007). New global asymptotic stability criterion for uncertain neural networks with time-varying and distributed delays. 在 Advances in Neural Networks - ISNN 2007 - 4th International Symposium on Neural Networks, ISNN 2007, Proceedings (PART 1 编辑, 页码 871-878). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4491 LNCS, 号码 PART 1). Springer Verlag. https://doi.org/10.1007/978-3-540-72383-7_101