An Experiment on the Use of Genetic Algorithms for Topology Selection in Deep Learning

The choice of a good topology for a deep neural network is a complex task, essential for any deep learning project. This task normally demands knowledge from previous experience, as the higher amount of required computational resources makes trial and error approaches prohibitive. Evolutionary compu...

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Bibliographic Details
Main Authors: Fernando Mattioli, Daniel Caetano, Alexandre Cardoso, Eduardo Naves, Edgard Lamounier
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2019/3217542
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