Autoencoder.view - View autoencoder - MATLAB (original) (raw)

Main Content

Class: Autoencoder

Syntax

Description

view([autoenc](#buxdn6v%5Fsep%5Fshared-autoenc)) returns a diagram of the autoencoder, autoenc.

example

Input Arguments

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Trained autoencoder, returned as an object of the Autoencoder class.

Examples

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Load the training data.

Train an autoencoder with a hidden layer of size 5 and a linear transfer function for the decoder. Set the L2 weight regularizer to 0.001, sparsity regularizer to 4 and sparsity proportion to 0.05.

hiddenSize = 5; autoenc = trainAutoencoder(X, hiddenSize, ... 'L2WeightRegularization',0.001, ... 'SparsityRegularization',4, ... 'SparsityProportion',0.05, ... 'DecoderTransferFunction','purelin');

View the autoencoder.

Version History

Introduced in R2015b