Autoencoders
Perform unsupervised learning of features using autoencoder neural networks
If you have unlabeled data, perform unsupervised learning with autoencoder neural networks for feature extraction.
Classes
Autoencoder |
Autoencoder class |
Functions
trainAutoencoder |
Train an autoencoder |
trainSoftmaxLayer |
Train a softmax layer for classification |
decode |
Decode encoded data |
encode |
Encode input data |
generateFunction |
Generate a MATLAB function to run the autoencoder |
generateSimulink |
Generate a万博1manbetxmodel for the autoencoder |
network |
ConvertAutoencoder object intonetwork object |
plotWeights |
Plot a visualization of the weights for the encoder of an autoencoder |
predict |
Reconstruct the inputs using trained autoencoder |
堆栈 |
Stack encoders from several autoencoders together |
view |
View autoencoder |
Topics
- Train Stacked Autoencoders for Image Classification
This example shows how to train stacked autoencoders to classify images of digits.