Contrastive divergence
†† Aim is to minimize the amount by which a step
toward equilibrium improves the data distribution.
distribution after
one step of
Markov chain
†††† data
distribution
modelís
distribution
Maximize the
divergence between
confabulations and
modelís distribution
Minimize divergence
between data
distribution and
modelís distribution
Minimize
Contrastive
Divergence