An evaluation of the bihyperbolic function in the optimization of the backpropagation algorithm

The backpropagation algorithm is one of the most used tools for training artificial neural networks. However, this tool may be very slow in some practical applications. Many techniques have been discussed to speed up the performance of this algorithm and allow its use in an even broader range of app...

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Bibliographic Details
Published in:	International transactions in operational research Vol. 21; no. 5; pp. 835 - 854
Main Authors:	Miguez, Geraldo, Xavier, Adilson Elias, Maculan, Nelson
Format:	Journal Article
Language:	English
Published:	Oxford Blackwell Publishing Ltd 01.09.2014
Subjects:	activation function Algorithms Back propagation backpropagation algorithm bihyperbolic function Computation Discrimination machine learning Mathematical analysis Mathematical models Neural networks Operational research Operations research Optimization pattern recognition Studies
ISSN:	0969-6016, 1475-3995
Online Access:	Get full text
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