Article ID Journal Published Year Pages File Type
405551 Neural Networks 2011 13 Pages PDF
Abstract

In this paper, we first investigate the existence of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales by the continuation theorem of coincidence degree theory. Then, by constructing a Lyapunov functional, we discuss the global exponential stability of the periodic solution for such neural networks on time scales. The paper unifies periodic discrete-time and continuous-time BAM neural networks under the same framework.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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