Construct · 1 fields · 1 citations

deep belief network: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a deep generative model trained greedily one layer at a time, each layer learned as a restricted Boltzmann machine on the layer below.

In machine learning, deep belief network refers to a deep generative model trained greedily one layer at a time, each layer learned as a restricted Boltzmann machine on the layer below. This meaning comes from Hinton (2006) in Neural Computation.[1]

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Nearby constructs

Bayesian network1 fields · 1 citationsanchor · a standalone construct belief4 fields · 4 citationsjingle · one word, four constructs Boltzmann machine1 fields · 1 citationsanchor · a standalone construct

References

Hinton, G. E., Osindero, S., & Teh, Y. (2006). A Fast Learning Algorithm for Deep Belief Nets. Neural Computation, 18(7), 1527-1554. https://doi.org/10.1162/neco.2006.18.7.1527

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