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

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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书目详细资料
主要作者:	Tan, Chun Chet
格式:	Thesis
出版:	2008
主题:	QA76.75-76.765 Computer software
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