Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:citation |
high
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning |
| gptkbp:hasConcept |
alternates between wake and sleep phases
|
| https://www.w3.org/2000/01/rdf-schema#label |
Wake-Sleep algorithm
|
| gptkbp:influenced |
variational inference
deep generative models |
| gptkbp:inspiredBy |
biological neural networks
|
| gptkbp:proposedBy |
gptkb:Geoffrey_Hinton
gptkb:Peter_Dayan 1995 |
| gptkbp:publicationYear |
1995
|
| gptkbp:publishedIn |
"The wake-sleep algorithm for unsupervised neural networks"
|
| gptkbp:relatedTo |
gptkb:convolutional_neural_network
gptkb:Helmholtz_machine |
| gptkbp:sleepPhase |
generative weights updated
|
| gptkbp:type |
unsupervised
|
| gptkbp:usedFor |
unsupervised learning
training generative models |
| gptkbp:wakePhase |
recognition weights updated
|