Dynamic systems control and identification using VSC-based learning algorithms for perceptron networks

In this paper a set of Variable Structure Control (VSC)-based on-line learning algorithms for continuous time two layer and three layer perceptron networks with non-linear and linear activation functions are presented. The proposed algorithms result in a temporal learning capabilities of a neural n...

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Bibliographic Details
Main Authors: Francklin Rivas Echeverría, Eliezer Colina Morles
Format: Article
Language:English
Published: Universidad del Zulia 2010-11-01
Series:Revista Técnica de la Facultad de Ingeniería
Subjects:
Online Access:https://www.produccioncientificaluz.org/index.php/tecnica/article/view/5671