Autoencoder Neural Networks: A Performance Study Based On Image Recognition, Reconstruction And Compression

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Autoencoder Neural Networks: A Performance Study Based On Image Recognition, Reconstruction And Compression

Autoencoders are feedforwardneural networks which attempt to reconstruct the input data at the output layer. Since the hidden layer in the autoencoders is smaller than the input layer, the dimensionality of input data is reduced to a smaller dimensional code space at the hidden layer. The reduced co...

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Bibliographic Details
Main Author:	Tan, Chun Chet
Format:	Thesis
Published:	2008
Subjects:	QA76.75-76.765 Computer software
Online Access:	http://shdl.mmu.edu.my/1563/

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