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。
类
Autoencoder | (To be removed) Autoencoder class |
函数
trainAutoencoder | (To be removed) Train an autoencoder |
trainSoftmaxLayer | Train 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
- 训练堆叠自编码器进行图像分类
此示例说明如何训练堆叠自编码器以对数字图像进行分类。