Denoising Autoencoder Self-Organizing Map (DASOM)

In this report, we address the question of combining nonlinearities of neurons into networks for modeling increasingly varying and progressively more complex functions. A fundamental approach is the use of higher-level representations devised by restricted Boltzmann machines and (denoising) autoenco...

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Bibliographic Details

Published in:	Neural networks Vol. 105; pp. 112 - 131
Main Authors:	Ferles, Christos, Papanikolaou, Yannis, Naidoo, Kevin J.
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.09.2018
Subjects:	Clustering Denoising autoencoder Self-organizing map Unsupervised learning Visualization Visualization Denoising autoencoder Clustering Self-organizing map Unsupervised learning
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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