Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
395184 | Information Sciences | 2012 | 11 Pages |
Abstract
In this paper, we formulate and investigate a class of memristor-based recurrent neural networks. Some sufficient conditions are obtained to guarantee the exponential synchronization of the coupled networks based on drive-response concept, differential inclusions theory and Lyapunov functional method. The analysis in the paper employs results from the theory of differential equations with discontinuous right-hand side as introduced by Filippov. Finally, the validity of the obtained result is illustrated by a numerical example.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Ailong Wu, Shiping Wen, Zhigang Zeng,