Selección eficiente de arquitecturas neuronales empleando técnicas destructivas y de regularización

This article shows a detailed comparison of both theoretical and practical Ontogenetic Neural Networks obtained through pruning and regularization algorithms. We initially deal with the concept of a regularized error function and the different ways to modify such a function (weight decay (WD), soft...

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Bibliographic Details
Main Authors: Andrés Eduardo Gaona Barrera, Dora María Ballesteros Larrotta
Format: Article
Language:Spanish
Published: Universidad Distrital Francisco Jose de Caldas 2012-09-01
Series:Tecnura
Subjects:
Online Access:http://tecnura.udistrital.edu.co/ojs/index.php/revista/article/view/433/437