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- Restricted_Boltzmann_machine abstract "A restricted Boltzmann machine (RBM) is a generative stochastic artificial neural network that can learn a probability distribution over its set of inputs. RBMs were initially invented under the name Harmonium by Paul Smolensky in 1986,but only rose to prominence after Geoffrey Hinton and collaborators invented fast learning algorithms for them in the mid-2000s. RBMs have found applications in dimensionality reduction,classification,collaborative filtering, feature learningand topic modelling.They can be trained in either supervised or unsupervised ways, depending on the task.As their name implies, RBMs are a variant of Boltzmann machines, with the restriction that their neurons must form a bipartite graph: a pair of nodes from each of the two groups of units, commonly referred to as the \"visible\" and \"hidden\" units respectively, may have a symmetric connection between them, and there are no connections between nodes within a group. By contrast, \"unrestricted\" Boltzmann machines may have connections between hidden units. This restriction allows for more efficient training algorithms than are available for the general class of Boltzmann machines, in particular the gradient-based contrastive divergence algorithm.Restricted Boltzmann machines can also be used in deep learning networks. In particular, deep belief networks can be formed by \"stacking\" RBMs and optionally fine-tuning the resulting deep network with gradient descent and backpropagation.".
- Restricted_Boltzmann_machine thumbnail Restricted_Boltzmann_machine.svg?width=300.
- Restricted_Boltzmann_machine wikiPageExternalLink introduction-to-restricted-boltzmann-machines.
- Restricted_Boltzmann_machine wikiPageExternalLink restrictedboltzmannmachine.html.
- Restricted_Boltzmann_machine wikiPageExternalLink understandingRBMs.html.
- Restricted_Boltzmann_machine wikiPageID "33742232".
- Restricted_Boltzmann_machine wikiPageLength "11964".
- Restricted_Boltzmann_machine wikiPageOutDegree "49".
- Restricted_Boltzmann_machine wikiPageRevisionID "703397703".
- Restricted_Boltzmann_machine wikiPageWikiLink Artificial_neural_network.
- Restricted_Boltzmann_machine wikiPageWikiLink Autoencoder.
- Restricted_Boltzmann_machine wikiPageWikiLink Backpropagation.
- Restricted_Boltzmann_machine wikiPageWikiLink Bernoulli_distribution.
- Restricted_Boltzmann_machine wikiPageWikiLink Bipartite_graph.
- Restricted_Boltzmann_machine wikiPageWikiLink Boltzmann_machine.
- Restricted_Boltzmann_machine wikiPageWikiLink Boolean_algebra.
- Restricted_Boltzmann_machine wikiPageWikiLink Category:Artificial_neural_networks.
- Restricted_Boltzmann_machine wikiPageWikiLink Category:Stochastic_models.
- Restricted_Boltzmann_machine wikiPageWikiLink Collaborative_filtering.
- Restricted_Boltzmann_machine wikiPageWikiLink Conditional_independence.
- Restricted_Boltzmann_machine wikiPageWikiLink Conditional_probability.
- Restricted_Boltzmann_machine wikiPageWikiLink Deep_belief_network.
- Restricted_Boltzmann_machine wikiPageWikiLink Deep_learning.
- Restricted_Boltzmann_machine wikiPageWikiLink Dimensionality_reduction.
- Restricted_Boltzmann_machine wikiPageWikiLink Expected_value.
- Restricted_Boltzmann_machine wikiPageWikiLink Factor_analysis.
- Restricted_Boltzmann_machine wikiPageWikiLink Feature_learning.
- Restricted_Boltzmann_machine wikiPageWikiLink Generative_model.
- Restricted_Boltzmann_machine wikiPageWikiLink Geoffrey_Hinton.
- Restricted_Boltzmann_machine wikiPageWikiLink Gibbs_sampling.
- Restricted_Boltzmann_machine wikiPageWikiLink Gradient_descent.
- Restricted_Boltzmann_machine wikiPageWikiLink Graphical_model.
- Restricted_Boltzmann_machine wikiPageWikiLink Helmholtz_machine.
- Restricted_Boltzmann_machine wikiPageWikiLink Hopfield_network.
- Restricted_Boltzmann_machine wikiPageWikiLink Log_probability.
- Restricted_Boltzmann_machine wikiPageWikiLink Logistic_function.
- Restricted_Boltzmann_machine wikiPageWikiLink Marginal_distribution.
- Restricted_Boltzmann_machine wikiPageWikiLink Markov_random_field.
- Restricted_Boltzmann_machine wikiPageWikiLink Matrix_(mathematics).
- Restricted_Boltzmann_machine wikiPageWikiLink Normalizing_constant.
- Restricted_Boltzmann_machine wikiPageWikiLink Outer_product.
- Restricted_Boltzmann_machine wikiPageWikiLink Partition_function_(mathematics).
- Restricted_Boltzmann_machine wikiPageWikiLink Paul_Smolensky.
- Restricted_Boltzmann_machine wikiPageWikiLink Product_of_experts.
- Restricted_Boltzmann_machine wikiPageWikiLink Recommender_system.
- Restricted_Boltzmann_machine wikiPageWikiLink Softmax_function.
- Restricted_Boltzmann_machine wikiPageWikiLink Statistical_classification.
- Restricted_Boltzmann_machine wikiPageWikiLink Stochastic_neural_network.
- Restricted_Boltzmann_machine wikiPageWikiLink Supervised_learning.
- Restricted_Boltzmann_machine wikiPageWikiLink Topic_model.
- Restricted_Boltzmann_machine wikiPageWikiLink Unsupervised_learning.
- Restricted_Boltzmann_machine wikiPageWikiLink File:Restricted_Boltzmann_machine.svg.
- Restricted_Boltzmann_machine wikiPageWikiLinkText "GRBM".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "RBM".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "RBMs".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "Restricted Boltzmann machine".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "Restricted_Boltzmann_machine".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "deep belief net".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "restricted Boltzmann machine".
- Restricted_Boltzmann_machine wikiPageWikiLinkText "restricted Boltzmann machines".
- Restricted_Boltzmann_machine wikiPageUsesTemplate Template:Math.
- Restricted_Boltzmann_machine wikiPageUsesTemplate Template:Mvar.
- Restricted_Boltzmann_machine wikiPageUsesTemplate Template:Reflist.
- Restricted_Boltzmann_machine subject Category:Artificial_neural_networks.
- Restricted_Boltzmann_machine subject Category:Stochastic_models.
- Restricted_Boltzmann_machine hypernym Network.
- Restricted_Boltzmann_machine type Broadcaster.
- Restricted_Boltzmann_machine type Model.
- Restricted_Boltzmann_machine type Model.
- Restricted_Boltzmann_machine type Network.
- Restricted_Boltzmann_machine type Process.
- Restricted_Boltzmann_machine comment "A restricted Boltzmann machine (RBM) is a generative stochastic artificial neural network that can learn a probability distribution over its set of inputs. RBMs were initially invented under the name Harmonium by Paul Smolensky in 1986,but only rose to prominence after Geoffrey Hinton and collaborators invented fast learning algorithms for them in the mid-2000s.".
- Restricted_Boltzmann_machine label "Restricted Boltzmann machine".
- Restricted_Boltzmann_machine sameAs Q7316287.
- Restricted_Boltzmann_machine sameAs m.0ndhjdc.
- Restricted_Boltzmann_machine sameAs Обмежена_машина_Больцмана.
- Restricted_Boltzmann_machine sameAs Q7316287.
- Restricted_Boltzmann_machine sameAs 受限玻尔兹曼机.
- Restricted_Boltzmann_machine wasDerivedFrom Restricted_Boltzmann_machine?oldid=703397703.
- Restricted_Boltzmann_machine depiction Restricted_Boltzmann_machine.svg.
- Restricted_Boltzmann_machine isPrimaryTopicOf Restricted_Boltzmann_machine.
