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Consider a Boltzmann machine as shown in below figure with three hidden units and three visible units. The biases are zero and connections weights are
Consider a Boltzmann machine as shown in below figure with three hidden units and three visible units. The biases are zero and connections weights are marked on the respective edges. Here, the value of is equal to the number of characters in your first name and mod represents the modulus operator.
a Find the energy of the configuration
b What changes should be made in the given to make it a restricted Boltzmann machine RBM
c Find the probability for the resulting RBM
where s
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