Results on modeling natural image patches
using a stack of RBM’s (Osindero and Hinton)
100,000 Van Hateren image patches, each 20x20
Stack of RBM’s learned one at a time.
400 Gaussian visible units that see whitened image
patches.
40020005001000
Hidden units are all binary with learned lateral
connections when they are the visible units of their RBM.
Generation involves letting the visible units of each RBM
settle using mean field with the already decided states in
the level above determining the effective biases.