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How a Boltzmann Machine models data

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

hidden units

visible units