17
The generative model after learning 3 layers
To generate data:
1. Get an equilibrium sample
from the top-level RBM by
performing alternating
Gibbs sampling.
2. Perform a top-down pass
to get states for all the
other layers.
So the lower level bottom-up
connections are not part of
the generative model
h3
h2
h1
data