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Deep Belief Networks

Era: The Revival · 1990s–2010s

Geoffrey Hinton proposed Deep Belief Networks (DBN), the first successfully trained deep neural network. Hinton introduced "layer-wise pre-training" to solve training difficulties.

Geoffrey Hinton

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Sources and support

  1. A Fast Learning Algorithm for Deep Belief Nets

    Neural Computation · Source type: paper

    Hinton, Osindero, and Teh present a fast learning algorithm for deep belief nets.

    Published: ·Accessed: