Restricted Boltzmann Machine

To be a valid RBM, all the neurons each layer of the network must not be connected otherwise it’s a regular BM. The network must be trained first in an unsupervised fashion.Using reconstruction (outputs are fed as inputs), RBM uses binary states with a probabilistic model to observe the physical likelihood of sequential events and relationships. RBM is used for detecting patterns in data and finding underlying factors.


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