UFLDL Tutorial

From Ufldl

(Difference between revisions)
Jump to: navigation, search
Line 55: Line 55:
[[Deep Belief Networks]]
[[Deep Belief Networks]]
[[Denoising Autoencoders]]
[[Sparse Coding]]
[[Sparse Coding]]

Revision as of 01:31, 19 April 2011

Sparse Autoencoder

Vectorized implementation

Preprocessing: PCA and Whitening

Softmax Regression

Self-Taught Learning and Unsupervised Feature Learning

Building Deep Networks for Classification

Working with Large Images

Advanced Topics:

Restricted Boltzmann Machines

Deep Belief Networks

Denoising Autoencoders

Sparse Coding


Spatial pyramids / Multiscale

Slow Feature Analysis

ICA Style Models:

Tiled Convolution Networks

Personal tools