Article ID Journal Published Year Pages File Type
405553 Neural Networks 2011 9 Pages PDF
Abstract

In this paper, we first discuss the existence and uniqueness of the equilibrium point of interval general BAM neural networks with reaction–diffusion terms and multiple time-varying delays by means of using degree theory. Then by applying the existence result of an equilibrium point and constructing a Lyapunov functional, we discuss global exponential stability for above neural networks. In the last section, we also give an example to demonstrate the validity of our global exponential stability result for above neural network.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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