Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
generative model |
| gptkbp:activatedBy |
sigmoid
|
| gptkbp:application |
dimensionality reduction
feature learning pretraining deep networks |
| gptkbp:architecture |
multiple layers of hidden units
|
| gptkbp:developedBy |
gptkb:Geoffrey_Hinton
gptkb:Ruslan_Salakhutdinov |
| gptkbp:energyFunction |
energy-based model
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Deep Boltzmann machine
|
| gptkbp:inspiredBy |
gptkb:statistical_mechanics
|
| gptkbp:introducedIn |
2009
|
| gptkbp:layer |
stochastic hidden layers
|
| gptkbp:publishedIn |
gptkb:Learning_Deep_Boltzmann_Machines_(AISTATS_2009)
|
| gptkbp:relatedTo |
gptkb:Restricted_Boltzmann_machine
Boltzmann machine |
| gptkbp:trainer |
stochastic gradient descent
approximate inference |
| gptkbp:type |
unsupervised learning
|
| gptkbp:bfsParent |
gptkb:Boltzmann_machine
|
| gptkbp:bfsLayer |
5
|