May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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Gibbs random sampling
An RBM increases in efficiency when random variable sampling is applied during the training process. Gibbs sampling generates a Markov chain of samples that takes the nearby samples into account as well.
Random sampling makes the system more objective. Hidden units remain latent (this is a two-layer system), which confers its dream property.
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