System Identification Using Multilayer Differential Neural Networks: A New Result

In previous works, a learning law with a dead zone function was developed for multilayer differential neural networks. This scheme requires strictly a priori knowledge of an upper bound for the unmodeled dynamics. In this paper, the learning law is modified in such a way that this condition is relax...

Full description

Bibliographic Details
Main Authors: J. Humberto Pérez-Cruz, A. Y. Alanis, José de Jesús Rubio, Jaime Pacheco
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2012/529176