UFLDL Tutorial

From Ufldl

(Difference between revisions)
Jump to: navigation, search
Line 45: Line 45:
* [[Pooling]]
* [[Pooling]]
* [[Multiple layers of convolution and pooling]]
* [[Multiple layers of convolution and pooling]]
 +
 +
 +
----
 +
'''Advanced Topics''':
'''Advanced Topics''':

Revision as of 00:58, 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

Sparse Coding

K-means

Spatial pyramids / Multiscale

Slow Feature Analysis

ICA Style Models:


Tiled Convolution Networks

Personal tools