|
|||||
|
|
Exponential synchronization of memristor-based recurrent neural networks with time delays |
|
| Authors: | Ailong WuAuthor Vitae Zhigang ZengAuthor Vitae Xusheng ZhuAuthor VitaeJine ZhangAuthor Vitae |
| Affiliation: | a Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China b Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Wuhan 430074, China c School of Basic Science, East China Jiaotong University, Nanchang 330013, China |
| Abstract: | In this paper, the synchronization control of a general class of memristor-based recurrent neural networks with time delays is investigated. A delay-dependent feedback controller is derived to achieve the exponential synchronization based on the drive-response concept, linear matrix inequalities (LMIs) and Lyapunov functional method. Finally, a numerical example is given to illustrate the derived theoretical results. |
| Keywords: | Memristor Circuit analysis Recurrent neural networks Synchronization control |
| 本文献已被 ScienceDirect 等数据库收录！ | |