|
gptkbp:instanceOf
|
gptkb:model
gptkb:convolutional_neural_network
|
|
gptkbp:activatedBy
|
gptkb:ReLU
sigmoid
tanh
|
|
gptkbp:architecture
|
stacked neural network
|
|
gptkbp:category
|
gptkb:unsupervised_learning_algorithm
gptkb:deep_learning_architecture
gptkb:generative_model
gptkb:probabilistic_graphical_model
|
|
gptkbp:composedOf
|
gptkb:restricted_Boltzmann_machines
multiple layers
|
|
gptkbp:developedBy
|
gptkb:Geoffrey_Hinton
gptkb:Simon_Osindero
gptkb:Yee-Whye_Teh
|
|
gptkbp:field
|
gptkb:artificial_intelligence
gptkb:machine_learning
deep learning
|
|
gptkbp:influenced
|
gptkb:model
gptkb:convolutional_neural_network
gptkb:deep_Boltzmann_machine
modern deep learning
|
|
gptkbp:influencedBy
|
gptkb:restricted_Boltzmann_machine
gptkb:Boltzmann_machine
|
|
gptkbp:input
|
gptkb:Vector
|
|
gptkbp:introducedIn
|
2006
|
|
gptkbp:layer
|
hidden layer
visible layer
|
|
gptkbp:notablePaperAuthors
|
gptkb:Geoffrey_Hinton
gptkb:Simon_Osindero
gptkb:Yee-Whye_Teh
|
|
gptkbp:notablePaperYear
|
2006
|
|
gptkbp:notablePublication
|
gptkb:A_Fast_Learning_Algorithm_for_Deep_Belief_Nets
|
|
gptkbp:output
|
gptkb:Vector
|
|
gptkbp:relatedTo
|
gptkb:model
gptkb:restricted_Boltzmann_machine
gptkb:convolutional_neural_network
gptkb:deep_Boltzmann_machine
|
|
gptkbp:trainer
|
backpropagation
greedy layer-wise pretraining
|
|
gptkbp:usedFor
|
gptkb:dictionary
dimensionality reduction
unsupervised learning
feature learning
generative modeling
|
|
gptkbp:bfsParent
|
gptkb:DBN
gptkb:A_Fast_Learning_Algorithm_for_Deep_Belief_Nets_(Hinton_et_al.,_2006)
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Deep Belief Network
|