How a Boltzmann Machine models data
It is not a causal generative model (like a
sigmoid belief net) in which we first pick the
hidden states and then pick the visible states
given the hidden ones.
Instead, everything is defined in terms of
energies of joint configurations of the visible and
hidden units.