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Explain deep belief networks as if I'm a complete moron.

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Whenever I see someone talk about deep belief networks, its always a bit too technical for me. I have a really hard time reading the original papers by Hinton, and I really have never seen a good explanation for how they're implemented.

I'd really like to play with these things, but I don't know how to build them.

Can anyone post a really simple (basic math) explanation of RBMs?

submitted by moses_the_red
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