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Autoencoding

Published in Apress eBooks • Jan 1, 2018
NobleIDNI4P81W45R24S41
Authors:
Timothy Masters

Abstract

The most basic autoencoder is an ordinary feedforward network that has a single hidden layer and is trained to reproduce its inputs. It’s a prediction model in which the targets are the inputs. The idea is that if the hidden layer is in some sense relatively weak (perhaps by virtue of having few neu...

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