Synchronization Analysis of a Class of Neural Networks with Multiple Time Delays
文献类型：期刊论文
| 作者 | Wang, Changyou2; Yang, Qiang2; Jiang, Tao1,4 ; Li, Nan3; Jiang T(江涛)
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| 刊名 | Journal of Mathematics
 |
| 出版日期 | 2021 |
| 卷号 | 2021页码:1-9 |
| ISSN号 | 2314-4629 |
| 产权排序 | 3 |
| 英文摘要 | In this paper, we study the synchronization of a new fractional-order neural network with multiple delays. Based on the control theory of linear systems with multiple delays, we get the controller to analyse the synchronization of the system. In addition, a suitable Lyapunov function is constructed by using the theory of delay differential inequality, and some criteria ensuring the synchronization of delay fractional neural networks with Caputo derivatives are obtained. Finally, the accuracy of the method is verified by a numerical example. |
| 语种 | 英语 |
| WOS记录号 | WOS:000641729200001 |
| 资助机构 | Applied Basic Research Project of Sichuan Province (Grant no. 2018JY0480) of China ; Scientific Research Fund of Chengdu University of Information Technology (Grant no. KYTZ201820) of China ; State Key Laboratory of Robotics (Grant no. 2019-O13) of China ; Scientific Research Fund of Sichuan Provincial Science & Technology Department (Grant no. 2021YFH0069) of China |
| 源URL | [http://ir.sia.cn/handle/173321/28762]  |
| 专题 | 沈阳自动化研究所_其他 沈阳自动化研究所_机器人学研究室 |
| 通讯作者 | Jiang, Tao; Jiang T(江涛) |
| 作者单位 | 1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning, 110169, China 2.College of Applied Mathematics, Chengdu University of Information Technology, Chengdu, 610225, China 3.Department of Applied Mathematics, Southwestern University of Finance and Economics, Chengdu, 610074, China 4.Control Engineering College, Chengdu University of Information Technology, Chengdu, 610225, China |
| 推荐引用方式 GB/T 7714 | Wang, Changyou,Yang, Qiang,Jiang, Tao,et al. Synchronization Analysis of a Class of Neural Networks with Multiple Time Delays[J]. Journal of Mathematics,2021,2021:1-9. |
| APA | Wang, Changyou,Yang, Qiang,Jiang, Tao,Li, Nan,&Jiang T.(2021).Synchronization Analysis of a Class of Neural Networks with Multiple Time Delays.Journal of Mathematics,2021,1-9. |
| MLA | Wang, Changyou,et al."Synchronization Analysis of a Class of Neural Networks with Multiple Time Delays".Journal of Mathematics 2021(2021):1-9. |
入库方式： OAI收割
来源：沈阳自动化研究所
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