restricted Boltzmann machines
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
generative stochastic model |
| gptkbp:developedBy |
gptkb:Geoffrey_Hinton
|
| gptkbp:generalizes |
gptkb:Boltzmann_machines
|
| gptkbp:hasApplication |
speech recognition
image recognition recommender systems |
| gptkbp:hasProperty |
bipartite graph
undirected graphical model binary stochastic units |
| https://www.w3.org/2000/01/rdf-schema#label |
restricted Boltzmann machines
|
| gptkbp:layer |
hidden layer
visible layer |
| gptkbp:limitation |
training instability
difficulty scaling to large datasets |
| gptkbp:publishedIn |
1986
|
| gptkbp:relatedTo |
gptkb:Markov_chain_Monte_Carlo
energy-based models contrastive divergence deep belief networks |
| gptkbp:trainer |
contrastive divergence
|
| gptkbp:usedFor |
gptkb:dictionary
dimensionality reduction collaborative filtering feature learning topic modeling |
| gptkbp:bfsParent |
gptkb:Deep_Belief_Network
gptkb:Deep_energy-based_models |
| gptkbp:bfsLayer |
6
|