Treinamento de redes neurais artificiais baseado em sistemas de estrutura variável com taxa de aprendizado adaptativa

=== This work presents new algorithms for training multilayer perceptron artificial neural networks based on stability properties of sliding mode variable structure systems. The main feature of the proposed algorithms is the adaptability of the gain (learning rate), which is obtained from each upda...

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Bibliographic Details
Main Author: Ademir Nied
Other Authors: Benjamim Rodrigues Menezes
Format: Others
Language:Portuguese
Published: Universidade Federal de Minas Gerais 2007
Online Access:http://hdl.handle.net/1843/BUOS-8CVEYD