Neural Programmer-Interpreters
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:affiliation |
gptkb:University_of_Oxford
gptkb:Google_DeepMind |
| gptkbp:application |
algorithmic reasoning
learning to interpret code |
| gptkbp:architecture |
recurrent neural network
controller-memory architecture |
| gptkbp:citation |
over 500 (as of 2024)
|
| gptkbp:designedFor |
learning to execute programs
|
| https://www.w3.org/2000/01/rdf-schema#label |
Neural Programmer-Interpreters
|
| gptkbp:introduced |
gptkb:Scott_Reed
gptkb:Yee_Whye_Teh gptkb:Nando_de_Freitas |
| gptkbp:introducedIn |
2015
|
| gptkbp:notablePublication |
gptkb:Neural_Programmer-Interpreters
https://arxiv.org/abs/1511.06279 |
| gptkbp:publishedIn |
gptkb:arXiv
|
| gptkbp:relatedTo |
neural Turing machines
differentiable programming program induction |
| gptkbp:trainer |
gradient descent
|
| gptkbp:bfsParent |
gptkb:David_Ha
|
| gptkbp:bfsLayer |
7
|