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gptkbp:instanceOf
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gptkb:algorithm
unsupervised learning algorithm
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gptkbp:appliesTo
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neural networks
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gptkbp:citation
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gptkb:Hinton,_G._E.,_Dayan,_P.,_Frey,_B._J.,_&_Neal,_R._M._(1995)._The_'wake-sleep'_algorithm_for_unsupervised_neural_networks._Science,_268(5214),_1158-1161.
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gptkbp:consistsOf
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sleep phase
wake phase
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gptkbp:developedBy
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gptkb:Geoffrey_Hinton
gptkb:Terrence_Sejnowski
gptkb:Peter_Dayan
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gptkbp:field
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gptkb:artificial_intelligence
gptkb:machine_learning
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https://www.w3.org/2000/01/rdf-schema#label
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wake-sleep algorithm
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gptkbp:influenced
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deep generative models
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gptkbp:inspiredBy
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biological neural networks
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gptkbp:introduced
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gptkb:Geoffrey_Hinton
gptkb:Peter_Dayan
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gptkbp:introducedIn
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1995
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gptkbp:publishedIn
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gptkb:Science_journal
gptkb:Wake-Sleep_Algorithm_for_Unsupervised_Neural_Networks_(Science,_1995)
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gptkbp:relatedTo
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gptkb:convolutional_neural_network
gptkb:Helmholtz_machine
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gptkbp:sleepPhase
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generative weights updated
update generative weights
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gptkbp:trainingPhase
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sleep phase
wake phase
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gptkbp:usedFor
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unsupervised learning
training generative models
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gptkbp:wakePhase
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recognition weights updated
update recognition weights
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