CSC321: Neural Networks Lecture 20 Learning Boltzmann Machines
The goal of learning
Why the learning could be difficult
A very surprising fact
The batch learning algorithm
Why is the derivative so simple?
Why do we need the negative phase?
Restricted Boltzmann Machines
A picture of the Boltzmann machine learning algorithm for an RBM
A surprising short-cut
Why does the shortcut work?