Weights Energies Probabilities
• Each possible joint configuration of the visible
and hidden units has an energy
–  The energy is determined by the weights and
biases (as in a Hopfield net).
• The energy of a joint configuration of the visible
and hidden units determines its probability:
• The probability of a configuration over the visible
units is found by summing the probabilities of all
the joint configurations that contain it.