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Quantum Foundations of Classical Reversible Computing
The reversible computation paradigm aims to provide a new foundation for general classical digital computing that is capable of circumventing the thermodynamic limits to the energy efficiency of the conventional, non-reversible digital paradigm. However, to date, the essential rationale for, and ana...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228632/ https://www.ncbi.nlm.nih.gov/pubmed/34206044 http://dx.doi.org/10.3390/e23060701 |
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author | Frank, Michael P. Shukla, Karpur |
author_facet | Frank, Michael P. Shukla, Karpur |
author_sort | Frank, Michael P. |
collection | PubMed |
description | The reversible computation paradigm aims to provide a new foundation for general classical digital computing that is capable of circumventing the thermodynamic limits to the energy efficiency of the conventional, non-reversible digital paradigm. However, to date, the essential rationale for, and analysis of, classical reversible computing (RC) has not yet been expressed in terms that leverage the modern formal methods of non-equilibrium quantum thermodynamics (NEQT). In this paper, we begin developing an NEQT-based foundation for the physics of reversible computing. We use the framework of Gorini-Kossakowski-Sudarshan-Lindblad dynamics (a.k.a. Lindbladians) with multiple asymptotic states, incorporating recent results from resource theory, full counting statistics and stochastic thermodynamics. Important conclusions include that, as expected: (1) Landauer’s Principle indeed sets a strict lower bound on entropy generation in traditional non-reversible architectures for deterministic computing machines when we account for the loss of correlations; and (2) implementations of the alternative reversible computation paradigm can potentially avoid such losses, and thereby circumvent the Landauer limit, potentially allowing the efficiency of future digital computing technologies to continue improving indefinitely. We also outline a research plan for identifying the fundamental minimum energy dissipation of reversible computing machines as a function of speed. |
format | Online Article Text |
id | pubmed-8228632 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-82286322021-06-26 Quantum Foundations of Classical Reversible Computing Frank, Michael P. Shukla, Karpur Entropy (Basel) Article The reversible computation paradigm aims to provide a new foundation for general classical digital computing that is capable of circumventing the thermodynamic limits to the energy efficiency of the conventional, non-reversible digital paradigm. However, to date, the essential rationale for, and analysis of, classical reversible computing (RC) has not yet been expressed in terms that leverage the modern formal methods of non-equilibrium quantum thermodynamics (NEQT). In this paper, we begin developing an NEQT-based foundation for the physics of reversible computing. We use the framework of Gorini-Kossakowski-Sudarshan-Lindblad dynamics (a.k.a. Lindbladians) with multiple asymptotic states, incorporating recent results from resource theory, full counting statistics and stochastic thermodynamics. Important conclusions include that, as expected: (1) Landauer’s Principle indeed sets a strict lower bound on entropy generation in traditional non-reversible architectures for deterministic computing machines when we account for the loss of correlations; and (2) implementations of the alternative reversible computation paradigm can potentially avoid such losses, and thereby circumvent the Landauer limit, potentially allowing the efficiency of future digital computing technologies to continue improving indefinitely. We also outline a research plan for identifying the fundamental minimum energy dissipation of reversible computing machines as a function of speed. MDPI 2021-06-01 /pmc/articles/PMC8228632/ /pubmed/34206044 http://dx.doi.org/10.3390/e23060701 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Frank, Michael P. Shukla, Karpur Quantum Foundations of Classical Reversible Computing |
title | Quantum Foundations of Classical Reversible Computing |
title_full | Quantum Foundations of Classical Reversible Computing |
title_fullStr | Quantum Foundations of Classical Reversible Computing |
title_full_unstemmed | Quantum Foundations of Classical Reversible Computing |
title_short | Quantum Foundations of Classical Reversible Computing |
title_sort | quantum foundations of classical reversible computing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228632/ https://www.ncbi.nlm.nih.gov/pubmed/34206044 http://dx.doi.org/10.3390/e23060701 |
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