Restricted Boltzmann machine

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:convolutional_neural_network generative stochastic artificial neural network
gptkbp:activatedBy	sigmoid binary stochastic
gptkbp:basedOn	Boltzmann machine
gptkbp:canBeStackedToForm	gptkb:deep_belief_network
gptkbp:connectorType	bipartite graph
gptkbp:field	gptkb:artificial_intelligence gptkb:machine_learning deep learning
gptkbp:form	gptkb:Markov_random_field
gptkbp:hasLayerType	hidden layer visible layer
gptkbp:hasNo	connections within hidden layer connections within visible layer intra-layer connections
https://www.w3.org/2000/01/rdf-schema#label	Restricted Boltzmann machine
gptkbp:input	binary
gptkbp:introducedIn	1986
gptkbp:inventedBy	gptkb:Geoffrey_Hinton
gptkbp:optimizedFor	stochastic gradient descent
gptkbp:output	binary
gptkbp:relatedTo	gptkb:convolutional_neural_network gptkb:deep_belief_network energy-based model
gptkbp:trainingAlgorithm	contrastive divergence
gptkbp:usedFor	gptkb:dictionary dimensionality reduction collaborative filtering feature learning generative modeling
gptkbp:bfsParent	gptkb:Energy-based_models_in_machine_learning gptkb:Boltzmann_machine
gptkbp:bfsLayer	5