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- Helmholtz_machine abstract "The Helmholtz machine is a name used by Geoff Hinton to describe a class of artificial neural networks which learn the hidden structure of a set of data by being trained to create a generative model which can produce the original set of data. The hope is that by learning economical representations of the data, the underlying structure of the generative model should reasonably approximate the hidden structure of the data set. This is an unsupervised learning algorithm.The networks are characterized by bottom-up and top-down (reentrant) connections between layers of stochastic elements. The wake-sleep algorithm is an unsupervised learning rule which has been suggested as a means to train the Helmholtz machine.Helmholtz machines may also be used in applications requiring a supervised learning algorithm (e.g. character recognition, or position-invariant recognition of an object within a field).".
- Helmholtz_machine wikiPageExternalLink helmholtz.html.
- Helmholtz_machine wikiPageID "1222568".
- Helmholtz_machine wikiPageLength "1268".
- Helmholtz_machine wikiPageOutDegree "14".
- Helmholtz_machine wikiPageRevisionID "673050036".
- Helmholtz_machine wikiPageWikiLink Artificial_neural_network.
- Helmholtz_machine wikiPageWikiLink Artificial_neural_networks.
- Helmholtz_machine wikiPageWikiLink Autoencoder.
- Helmholtz_machine wikiPageWikiLink Boltzmann_machine.
- Helmholtz_machine wikiPageWikiLink Category:Artificial_neural_networks.
- Helmholtz_machine wikiPageWikiLink Category:Hermann_von_Helmholtz.
- Helmholtz_machine wikiPageWikiLink Generative_model.
- Helmholtz_machine wikiPageWikiLink Geoff_Hinton.
- Helmholtz_machine wikiPageWikiLink Geoffrey_Hinton.
- Helmholtz_machine wikiPageWikiLink Helmholtz.
- Helmholtz_machine wikiPageWikiLink Hermann_von_Helmholtz.
- Helmholtz_machine wikiPageWikiLink Hopfield_network.
- Helmholtz_machine wikiPageWikiLink Learn.
- Helmholtz_machine wikiPageWikiLink Learning.
- Helmholtz_machine wikiPageWikiLink Representations.
- Helmholtz_machine wikiPageWikiLink Restricted_Boltzmann_machine.
- Helmholtz_machine wikiPageWikiLink Unsupervised_learning.
- Helmholtz_machine wikiPageWikiLink Wake-sleep_algorithm.
- Helmholtz_machine wikiPageWikiLinkText "Helmholtz Machine".
- Helmholtz_machine wikiPageWikiLinkText "Helmholtz machine".
- Helmholtz_machine hasPhotoCollection Helmholtz_machine.
- Helmholtz_machine wikiPageUsesTemplate Template:Compu-AI-stub.
- Helmholtz_machine subject Category:Artificial_neural_networks.
- Helmholtz_machine subject Category:Hermann_von_Helmholtz.
- Helmholtz_machine hypernym Name.
- Helmholtz_machine type Network.
- Helmholtz_machine comment "The Helmholtz machine is a name used by Geoff Hinton to describe a class of artificial neural networks which learn the hidden structure of a set of data by being trained to create a generative model which can produce the original set of data. The hope is that by learning economical representations of the data, the underlying structure of the generative model should reasonably approximate the hidden structure of the data set.".
- Helmholtz_machine label "Helmholtz machine".
- Helmholtz_machine sameAs m.04jr_9.
- Helmholtz_machine sameAs Q5709357.
- Helmholtz_machine sameAs Q5709357.
- Helmholtz_machine wasDerivedFrom Helmholtz_machine?oldid=673050036.
- Helmholtz_machine isPrimaryTopicOf Helmholtz_machine.