Dynamical Properties of Discrete-Time Background Neural Networks with Uniform Firing Rate

The dynamics of a discrete-time background network with uniform firing rate and background input is investigated. The conditions for stability are firstly derived. An invariant set is then obtained so that the nondivergence of the network can be guaranteed. In the invariant set, it is proved that al...

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Bibliographic Details
Main Authors: Min Wan, Jianping Gou, Desong Wang, Xiaoming Wang
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2013/892794