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Questions tagged [boltzmann-machine]

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Visible and hidden units in Boltzmann machines

I have a little problem understanding the concept of visible and hidden units in Boltzmann machines. Could someone give a simple explanation of their purpose and difference from each other?
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How do we calculate the hidden units values in a (Restricted) Boltzmann machine

The way I understand it is that hidden units are added to capture higher order interactions offering more capacity to the model. Now, the BM family are energy based undirected networks, meaning there'...