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The nonequilibrium cost of accurate information processing
Accurate information processing is crucial both in technology and in nature. To achieve it, any information processing system needs an initial supply of resources away from thermal equilibrium. Here we establish a fundamental limit on the accuracy achievable with a given amount of nonequilibrium res...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684527/ https://www.ncbi.nlm.nih.gov/pubmed/36418302 http://dx.doi.org/10.1038/s41467-022-34541-w |
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author | Chiribella, Giulio Meng, Fei Renner, Renato Yung, Man-Hong |
author_facet | Chiribella, Giulio Meng, Fei Renner, Renato Yung, Man-Hong |
author_sort | Chiribella, Giulio |
collection | PubMed |
description | Accurate information processing is crucial both in technology and in nature. To achieve it, any information processing system needs an initial supply of resources away from thermal equilibrium. Here we establish a fundamental limit on the accuracy achievable with a given amount of nonequilibrium resources. The limit applies to arbitrary information processing tasks and arbitrary information processing systems subject to the laws of quantum mechanics. It is easily computable and is expressed in terms of an entropic quantity, which we name the reverse entropy, associated to a time reversal of the information processing task under consideration. The limit is achievable for all deterministic classical computations and for all their quantum extensions. As an application, we establish the optimal tradeoff between nonequilibrium and accuracy for the fundamental tasks of storing, transmitting, cloning, and erasing information. Our results set a target for the design of new devices approaching the ultimate efficiency limit, and provide a framework for demonstrating thermodynamical advantages of quantum devices over their classical counterparts. |
format | Online Article Text |
id | pubmed-9684527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96845272022-11-25 The nonequilibrium cost of accurate information processing Chiribella, Giulio Meng, Fei Renner, Renato Yung, Man-Hong Nat Commun Article Accurate information processing is crucial both in technology and in nature. To achieve it, any information processing system needs an initial supply of resources away from thermal equilibrium. Here we establish a fundamental limit on the accuracy achievable with a given amount of nonequilibrium resources. The limit applies to arbitrary information processing tasks and arbitrary information processing systems subject to the laws of quantum mechanics. It is easily computable and is expressed in terms of an entropic quantity, which we name the reverse entropy, associated to a time reversal of the information processing task under consideration. The limit is achievable for all deterministic classical computations and for all their quantum extensions. As an application, we establish the optimal tradeoff between nonequilibrium and accuracy for the fundamental tasks of storing, transmitting, cloning, and erasing information. Our results set a target for the design of new devices approaching the ultimate efficiency limit, and provide a framework for demonstrating thermodynamical advantages of quantum devices over their classical counterparts. Nature Publishing Group UK 2022-11-22 /pmc/articles/PMC9684527/ /pubmed/36418302 http://dx.doi.org/10.1038/s41467-022-34541-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chiribella, Giulio Meng, Fei Renner, Renato Yung, Man-Hong The nonequilibrium cost of accurate information processing |
title | The nonequilibrium cost of accurate information processing |
title_full | The nonequilibrium cost of accurate information processing |
title_fullStr | The nonequilibrium cost of accurate information processing |
title_full_unstemmed | The nonequilibrium cost of accurate information processing |
title_short | The nonequilibrium cost of accurate information processing |
title_sort | nonequilibrium cost of accurate information processing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684527/ https://www.ncbi.nlm.nih.gov/pubmed/36418302 http://dx.doi.org/10.1038/s41467-022-34541-w |
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