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Single-photon decision maker
Decision making is critical in our daily lives and for society in general and is finding evermore practical applications in information and communication technologies. Herein, we demonstrate experimentally that single photons can be used to make decisions in uncertain, dynamically changing environme...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538607/ https://www.ncbi.nlm.nih.gov/pubmed/26278007 http://dx.doi.org/10.1038/srep13253 |
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author | Naruse, Makoto Berthel, Martin Drezet, Aurélien Huant, Serge Aono, Masashi Hori, Hirokazu Kim, Song-Ju |
author_facet | Naruse, Makoto Berthel, Martin Drezet, Aurélien Huant, Serge Aono, Masashi Hori, Hirokazu Kim, Song-Ju |
author_sort | Naruse, Makoto |
collection | PubMed |
description | Decision making is critical in our daily lives and for society in general and is finding evermore practical applications in information and communication technologies. Herein, we demonstrate experimentally that single photons can be used to make decisions in uncertain, dynamically changing environments. Using a nitrogen-vacancy in a nanodiamond as a single-photon source, we demonstrate the decision-making capability by solving the multi-armed bandit problem. This capability is directly and immediately associated with single-photon detection in the proposed architecture, leading to adequate and adaptive autonomous decision making. This study makes it possible to create systems that benefit from the quantum nature of light to perform practical and vital intelligent functions. |
format | Online Article Text |
id | pubmed-4538607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-45386072015-08-25 Single-photon decision maker Naruse, Makoto Berthel, Martin Drezet, Aurélien Huant, Serge Aono, Masashi Hori, Hirokazu Kim, Song-Ju Sci Rep Article Decision making is critical in our daily lives and for society in general and is finding evermore practical applications in information and communication technologies. Herein, we demonstrate experimentally that single photons can be used to make decisions in uncertain, dynamically changing environments. Using a nitrogen-vacancy in a nanodiamond as a single-photon source, we demonstrate the decision-making capability by solving the multi-armed bandit problem. This capability is directly and immediately associated with single-photon detection in the proposed architecture, leading to adequate and adaptive autonomous decision making. This study makes it possible to create systems that benefit from the quantum nature of light to perform practical and vital intelligent functions. Nature Publishing Group 2015-08-17 /pmc/articles/PMC4538607/ /pubmed/26278007 http://dx.doi.org/10.1038/srep13253 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Naruse, Makoto Berthel, Martin Drezet, Aurélien Huant, Serge Aono, Masashi Hori, Hirokazu Kim, Song-Ju Single-photon decision maker |
title | Single-photon decision maker |
title_full | Single-photon decision maker |
title_fullStr | Single-photon decision maker |
title_full_unstemmed | Single-photon decision maker |
title_short | Single-photon decision maker |
title_sort | single-photon decision maker |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538607/ https://www.ncbi.nlm.nih.gov/pubmed/26278007 http://dx.doi.org/10.1038/srep13253 |
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