|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
gptkb:Probabilistic_Graphical_Model
|
|
gptkbp:activatedBy
|
Stochastic Binary Units
|
|
gptkbp:architecture
|
Multiple Layers of Stochastic, Hidden Units
|
|
gptkbp:author
|
gptkb:Geoffrey_Hinton
gptkb:Ruslan_Salakhutdinov
|
|
gptkbp:canBe
|
gptkb:Speech_Recognition
Image Recognition
Classification
Dimensionality Reduction
Data Generation
|
|
gptkbp:category
|
gptkb:Deep_Generative_Model
gptkb:Energy-Based_Model
|
|
gptkbp:developedBy
|
gptkb:Geoffrey_Hinton
|
|
gptkbp:differenceFromDBN
|
Undirected Connections Between Layers
|
|
gptkbp:differenceFromRBM
|
Multiple Hidden Layers
|
|
gptkbp:difficulty
|
Challenging to Train
|
|
gptkbp:field
|
gptkb:Machine_Learning
gptkb:artificial_intelligence
Deep Learning
|
|
gptkbp:hasModel
|
Complex Distributions
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Deep Boltzmann Machines
|
|
gptkbp:implementedIn
|
gptkb:Python
gptkb:TensorFlow
gptkb:PyTorch
|
|
gptkbp:introducedIn
|
2009
|
|
gptkbp:notablePublication
|
gptkb:Deep_Boltzmann_Machines
gptkb:A_Fast_Learning_Algorithm_for_Deep_Belief_Nets
|
|
gptkbp:relatedTo
|
gptkb:Deep_Belief_Network
Boltzmann machine
|
|
gptkbp:trainer
|
gptkb:Stochastic_Maximum_Likelihood
Layer-wise Pretraining
|
|
gptkbp:type
|
Unsupervised
Generative
|
|
gptkbp:usedFor
|
gptkb:Representation_Learning
gptkb:Unsupervised_Learning
Feature Learning
|
|
gptkbp:bfsParent
|
gptkb:Learning_Deep_Boltzmann_Machines_(AISTATS_2009)
|
|
gptkbp:bfsLayer
|
7
|