主要内容

本页面提供的是上一版软件的文档。当前版本中已删除对应的英文页面。

自编码器

使用自编码器神经网络执行无监督的特征学习

如果您有未标注数据,请使用自编码器神经网络进行无监督学习以进行特征提取。

Autoencoder(To be removed) Autoencoder class

函数

trainAutoencoder(To be removed) Train an autoencoder
trainSoftmaxLayerTrain a softmax layer for classification
decode(To be removed) Decode encoded data
encode(To be removed) Encode input data
generateFunction(To be removed) Generate a MATLAB function to run the autoencoder
generateSimulink(To be removed) Generate a Simulink model for the autoencoder
network(To be removed) Convert Autoencoder object into network object
plotWeights(To be removed) Plot a visualization of the weights for the encoder of an autoencoder
predict(To be removed) Reconstruct the inputs using trained autoencoder
stack(To be removed) Stack encoders from several autoencoders together
view(To be removed) View autoencoder

主题