What is recorded here?
Coupled a neural-network controller to differentiable external memory addressed through attention, enabling end-to-end gradient training on copying, sorting and associative-recall tasks.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is the exact three-author 2014 arXiv paper and its preliminary algorithmic-task experiments. It does not establish a universal programmable computer or absorb the later Differentiable Neural Computer and memory-augmented architectures.
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People and systems
Alex Graves; Greg Wayne; Ivo Danihelka
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
Research locations and affiliations
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Documented countries / regions: United Kingdom
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English catalogue narrative
Graves, Wayne and Danihelka: Neural Turing Machines
Coupled a neural-network controller to differentiable external memory addressed through attention, enabling end-to-end gradient training on copying, sorting and associative-recall tasks.
Scientific scope
The record is the exact three-author 2014 arXiv paper and its preliminary algorithmic-task experiments. It does not establish a universal programmable computer or absorb the later Differentiable Neural Computer and memory-augmented architectures.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Alex Graves; Greg Wayne; Ivo Danihelka
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.