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During the 1980s, Geoffrey Hinton, computational neurobiologist Terrence Sejnowski and others extended Hopfield’s ideas to create a new class of models called Boltzmann machines, named for the ...

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In the 2000s, Hinton and his co-workers cleverly used Boltzmann machines to train multilayer networks by first pretraining the network layer by layer and then using another fine-tuning algorithm ...

He also showed that their dynamics can give such neural networks a form of memory. Boltzmann machines and backpropagation During the 1980s, Geoffrey Hinton, computational neurobiologist Terrence ...

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