view
Class: Autoencoder
View autoencoder
Syntax
Input Arguments
autoenc
— Trained autoencoder
Autoencoder
object
Trained autoencoder, returned as an object of the Autoencoder
class.
Examples
View Autoencoder
Load the training data.
X = iris_dataset;
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.
view(autoenc)
Version History
Introduced in R2015b
See Also
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