Single-photon decision maker

Makoto Naruse, Martin Berthel, Aurélien Drezet, Serge Huant, Masashi Aono, Hirokazu Hori, Song Ju Kim

研究成果: Article

23 引用 (Scopus)

抄録

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.

元の言語English
記事番号13253
ジャーナルScientific Reports
5
DOI
出版物ステータスPublished - 2015 8 17
外部発表Yes

Fingerprint

Photons
Decision Making
Nanodiamonds
Nitrogen
Communication
Technology
Light

ASJC Scopus subject areas

  • General

これを引用

Naruse, M., Berthel, M., Drezet, A., Huant, S., Aono, M., Hori, H., & Kim, S. J. (2015). Single-photon decision maker. Scientific Reports, 5, [13253]. https://doi.org/10.1038/srep13253

Single-photon decision maker. / Naruse, Makoto; Berthel, Martin; Drezet, Aurélien; Huant, Serge; Aono, Masashi; Hori, Hirokazu; Kim, Song Ju.

:: Scientific Reports, 巻 5, 13253, 17.08.2015.

研究成果: Article

Naruse, M, Berthel, M, Drezet, A, Huant, S, Aono, M, Hori, H & Kim, SJ 2015, 'Single-photon decision maker', Scientific Reports, 巻. 5, 13253. https://doi.org/10.1038/srep13253
Naruse M, Berthel M, Drezet A, Huant S, Aono M, Hori H その他. Single-photon decision maker. Scientific Reports. 2015 8 17;5. 13253. https://doi.org/10.1038/srep13253
Naruse, Makoto ; Berthel, Martin ; Drezet, Aurélien ; Huant, Serge ; Aono, Masashi ; Hori, Hirokazu ; Kim, Song Ju. / Single-photon decision maker. :: Scientific Reports. 2015 ; 巻 5.
@article{1d5a664ca8654ddda76dc2ede32b751d,
title = "Single-photon decision maker",
abstract = "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.",
author = "Makoto Naruse and Martin Berthel and Aur{\'e}lien Drezet and Serge Huant and Masashi Aono and Hirokazu Hori and Kim, {Song Ju}",
year = "2015",
month = "8",
day = "17",
doi = "10.1038/srep13253",
language = "English",
volume = "5",
journal = "Scientific Reports",
issn = "2045-2322",
publisher = "Nature Publishing Group",

}

TY - JOUR

T1 - Single-photon decision maker

AU - Naruse, Makoto

AU - Berthel, Martin

AU - Drezet, Aurélien

AU - Huant, Serge

AU - Aono, Masashi

AU - Hori, Hirokazu

AU - Kim, Song Ju

PY - 2015/8/17

Y1 - 2015/8/17

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=84939501954&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84939501954&partnerID=8YFLogxK

U2 - 10.1038/srep13253

DO - 10.1038/srep13253

M3 - Article

C2 - 26278007

AN - SCOPUS:84939501954

VL - 5

JO - Scientific Reports

JF - Scientific Reports

SN - 2045-2322

M1 - 13253

ER -