Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
restricted Boltzmann machine variant |
| gptkbp:canLearnMove |
contrastive divergence
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning unsupervised learning |
| gptkbp:hasComponent |
hidden units
visible units weight matrix |
| https://www.w3.org/2000/01/rdf-schema#label |
Multinomial RBM
|
| gptkbp:input |
multinomial variables
|
| gptkbp:output |
latent representations
|
| gptkbp:proposedBy |
gptkb:Geoffrey_Hinton
2009 |
| gptkbp:relatedTo |
gptkb:Deep_Belief_Network
gptkb:RBM probabilistic graphical models document modeling word count vectors |
| gptkbp:usedFor |
topic modeling
modeling multinomial data |
| gptkbp:bfsParent |
gptkb:Boltzmann_machine
|
| gptkbp:bfsLayer |
5
|