Quiz Questions Boltzmann Machines

  • Consider you have M hidden units and N visible units, what would be the number of possible parameters for a boltzmann machine and a restricted boltzmann machine.
  • Is it  possible to use backprop with boltzmann machines. If not how would you train a stack of restricted/plain boltzmann machine?
  • Why do we have a bias for visible units in BM’s?
  • Theoretically what would happen if you use infinite number of steps in CD.
  • What are the other inductive principles that can be used for training RBM’s and what are their differences from CD?
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