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Writer's pictureDR.GEEK

Deep Belief Network's reasoning

20th-October-2020


Marginal distribution 𝑝𝑝 (𝐡𝐡 3 | 𝐯𝐯) can not be calculated analytically We introduce approximate distribution , propagate from input layer to hidden layer 𝐡𝐡 2 | 𝐡𝐡 3


Learning of DBN (pre-training)

Train sequentially using RBM • Learning by pre-training always increases log-likelihood



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