Cargando…
Neural algorithmic reasoning
We present neural algorithmic reasoning—the art of building neural networks that are able to execute algorithmic computation—and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them.
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276006/ https://www.ncbi.nlm.nih.gov/pubmed/34286298 http://dx.doi.org/10.1016/j.patter.2021.100273 |
| _version_ | 1783721827700310016 |
|---|---|
| author | Veličković, Petar Blundell, Charles |
| author_facet | Veličković, Petar Blundell, Charles |
| author_sort | Veličković, Petar |
| collection | PubMed |
| description | We present neural algorithmic reasoning—the art of building neural networks that are able to execute algorithmic computation—and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them. |
| format | Online Article Text |
| id | pubmed-8276006 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2021 |
| publisher | Elsevier |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-82760062021-07-19 Neural algorithmic reasoning Veličković, Petar Blundell, Charles Patterns (N Y) Opinion We present neural algorithmic reasoning—the art of building neural networks that are able to execute algorithmic computation—and provide our opinion on its transformative potential for running classical algorithms on inputs previously considered inaccessible to them. Elsevier 2021-07-09 /pmc/articles/PMC8276006/ /pubmed/34286298 http://dx.doi.org/10.1016/j.patter.2021.100273 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
| spellingShingle | Opinion Veličković, Petar Blundell, Charles Neural algorithmic reasoning |
| title | Neural algorithmic reasoning |
| title_full | Neural algorithmic reasoning |
| title_fullStr | Neural algorithmic reasoning |
| title_full_unstemmed | Neural algorithmic reasoning |
| title_short | Neural algorithmic reasoning |
| title_sort | neural algorithmic reasoning |
| topic | Opinion |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276006/ https://www.ncbi.nlm.nih.gov/pubmed/34286298 http://dx.doi.org/10.1016/j.patter.2021.100273 |
| work_keys_str_mv | AT velickovicpetar neuralalgorithmicreasoning AT blundellcharles neuralalgorithmicreasoning |