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gptkbp:instanceOf
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gptkb:artificial_intelligence
|
|
gptkbp:application
|
sorting
associative recall
copying sequences
|
|
gptkbp:architecture
|
neural network with external memory
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|
gptkbp:author
|
Alex Graves, Greg Wayne, Ivo Danihelka
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|
gptkbp:citation
|
gptkb:Neural_Turing_Machines
2014
https://arxiv.org/abs/1410.5401
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|
gptkbp:combines
|
neural networks
external memory
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|
gptkbp:controls
|
gptkb:feedforward_neural_network
recurrent neural network
|
|
gptkbp:developedBy
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gptkb:DeepMind
|
|
gptkbp:enables
|
algorithmic tasks
differentiable memory access
sequence learning
|
|
gptkbp:field
|
gptkb:artificial_intelligence
gptkb:machine_learning
deep learning
|
|
gptkbp:goal
|
generalize to new tasks
improve memory manipulation
learn algorithms
|
|
gptkbp:hasComponent
|
controller
read head
write head
memory matrix
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Neural Turing Machines
|
|
gptkbp:inspiredBy
|
Technical Machine
|
|
gptkbp:introduced
|
gptkb:Alex_Graves
gptkb:Greg_Wayne
gptkb:Ivo_Danihelka
|
|
gptkbp:introducedIn
|
2014
|
|
gptkbp:memoryAccess
|
content-based addressing
differentiable
location-based addressing
|
|
gptkbp:notableFor
|
differentiable memory interface
influencing memory-augmented neural networks
learning simple algorithms
|
|
gptkbp:publishedIn
|
gptkb:arXiv
|
|
gptkbp:relatedTo
|
gptkb:Recurrent_Neural_Network
gptkb:Differentiable_Neural_Computer
|
|
gptkbp:bfsParent
|
gptkb:Alexander_Graves
gptkb:Oriol_Vinyals
|
|
gptkbp:bfsLayer
|
6
|