Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
412732 | Neurocomputing | 2010 | 8 Pages |
Abstract
In this paper, a generalized neutral-type neural networks with delays is studied. Some simple sufficient conditions are obtained for guaranteeing the existence, global asymptotic stability and exponential stability of the unique almost periodic solution for the system by using fixed point theorem, Lyapunov functional method and comparison theorem, respectively. It is interesting that, in some special cases, we show that the condition for guaranteeing the existence of almost periodic solution also yields the global exponential stability of it.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Kai Wang, Yanling Zhu,