Autoencoder - MNIST

  

This are the outcomes of the experimental implementation of an autoencoder for dimensionality reduction in the ELF. Move with the mouse over the picture and the decoded digit is displayed below. We have tested it on Mozilla Firefox and Google Chrome browsers.

small autoencoder (168k)
Autoencoder RBM pretrained: 784-10-5-3-2-3-5-10-784
Autoencoder RBM pretrained: 784-10-5-3-2-3-5-10-784 + finetuned

medium autoencoder (920k)
Autoencoder RBM pretrained: 784-100-50-25-2-25-50-100-784
Autoencoder RBM pretrained: 784-100-50-25-2-25-50-100-784 + finetuned

large autoencoder (3.2M)
Autoencoder RBM pretrained: 784-300-300-2-300-300-784 + finetuned