Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Boltzmann machine
probabilistic graphical model |
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning |
| gptkbp:hasEnergyFunction |
energy-based model
|
| gptkbp:hasHiddenUnitsDistribution |
gptkb:Bernoulli_distribution
|
| gptkbp:hasHiddenUnitsType |
Bernoulli
|
| gptkbp:hasVisibleUnitsDistribution |
gptkb:Gaussian_distribution
|
| gptkbp:hasVisibleUnitsType |
gptkb:Gaussian
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gaussian-Bernoulli RBM
|
| gptkbp:introducedIn |
2006
|
| gptkbp:parameter |
weights
hidden biases visible biases visible unit variances |
| gptkbp:proposedBy |
gptkb:Geoffrey_Hinton
|
| gptkbp:relatedTo |
gptkb:Boltzmann_Machine
gptkb:Deep_Belief_Network |
| gptkbp:trainer |
contrastive divergence
|
| gptkbp:usedFor |
dimensionality reduction
unsupervised learning feature learning modeling real-valued data |
| gptkbp:usedIn |
deep learning
|
| gptkbp:bfsParent |
gptkb:Boltzmann_machine
|
| gptkbp:bfsLayer |
5
|