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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...

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Detalles Bibliográficos
Autores principales: Naruse, Makoto, Berthel, Martin, Drezet, Aurélien, Huant, Serge, Aono, Masashi, Hori, Hirokazu, Kim, Song-Ju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
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.
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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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