A Fast Learning Algorithm for Deep Belief Nets
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:author |
gptkb:Geoffrey_Hinton
gptkb:Simon_Osindero gptkb:Yee-Whye_Teh |
| gptkbp:citation |
over 10000
|
| gptkbp:contribution |
unsupervised pre-training of deep networks
|
| gptkbp:doi |
10.1162/neco.2006.18.7.1527
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning deep learning |
| gptkbp:focusesOn |
deep belief networks
|
| https://www.w3.org/2000/01/rdf-schema#label |
A Fast Learning Algorithm for Deep Belief Nets
|
| gptkbp:impact |
enabled practical training of deep architectures
|
| gptkbp:influenced |
deep neural network research
|
| gptkbp:language |
English
|
| gptkbp:method |
gptkb:restricted_Boltzmann_machines
|
| gptkbp:proposedBy |
greedy layer-wise training
|
| gptkbp:publicationYear |
2006
|
| gptkbp:publishedIn |
gptkb:Neural_Computation
|
| gptkbp:bfsParent |
gptkb:NeurIPS_1998
gptkb:Deep_Belief_Network gptkb:NeurIPS_2010 |
| gptkbp:bfsLayer |
6
|