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Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits
Brownian circuits are based on a novel computing approach that exploits quantum fluctuations to increase the efficiency of information processing in nanoelectronic paradigms. This emerging architecture is based on Brownian cellular automata, where signals propagate randomly, driven by local transiti...
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/PMC8067043/ https://www.ncbi.nlm.nih.gov/pubmed/33808096 http://dx.doi.org/10.3390/e23040406 |
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author | Ercan, İlke Sütgöl, Zeynep Duygu Özhan, Faik Ozan |
author_facet | Ercan, İlke Sütgöl, Zeynep Duygu Özhan, Faik Ozan |
author_sort | Ercan, İlke |
collection | PubMed |
description | Brownian circuits are based on a novel computing approach that exploits quantum fluctuations to increase the efficiency of information processing in nanoelectronic paradigms. This emerging architecture is based on Brownian cellular automata, where signals propagate randomly, driven by local transition rules, and can be made to be computationally universal. The design aims to efficiently and reliably perform primitive logic operations in the presence of noise and fluctuations; therefore, a Single Electron Transistor (SET) device is proposed to be the most appropriate technology-base to realize these circuits, as it supports the representation of signals that are token-based and subject to fluctuations due to the underlying tunneling mechanism of electric charge. In this paper, we study the physical limitations on the energy efficiency of the Single-Electron Transistor (SET)-based Brownian circuit elements proposed by Peper et al. using SIMON 2.0 simulations. We also present a novel two-bit sort circuit designed using Brownian circuit primitives, and illustrate how circuit parameters and temperature affect the fundamental energy-efficiency limitations of SET-based realizations. The fundamental lower bounds are obtained using a physical-information-theoretic approach under idealized conditions and are compared against SIMON 2.0 simulations. Our results illustrate the advantages of Brownian circuits and the physical limitations imposed on their SET-realizations. |
format | Online Article Text |
id | pubmed-8067043 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80670432021-04-25 Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits Ercan, İlke Sütgöl, Zeynep Duygu Özhan, Faik Ozan Entropy (Basel) Article Brownian circuits are based on a novel computing approach that exploits quantum fluctuations to increase the efficiency of information processing in nanoelectronic paradigms. This emerging architecture is based on Brownian cellular automata, where signals propagate randomly, driven by local transition rules, and can be made to be computationally universal. The design aims to efficiently and reliably perform primitive logic operations in the presence of noise and fluctuations; therefore, a Single Electron Transistor (SET) device is proposed to be the most appropriate technology-base to realize these circuits, as it supports the representation of signals that are token-based and subject to fluctuations due to the underlying tunneling mechanism of electric charge. In this paper, we study the physical limitations on the energy efficiency of the Single-Electron Transistor (SET)-based Brownian circuit elements proposed by Peper et al. using SIMON 2.0 simulations. We also present a novel two-bit sort circuit designed using Brownian circuit primitives, and illustrate how circuit parameters and temperature affect the fundamental energy-efficiency limitations of SET-based realizations. The fundamental lower bounds are obtained using a physical-information-theoretic approach under idealized conditions and are compared against SIMON 2.0 simulations. Our results illustrate the advantages of Brownian circuits and the physical limitations imposed on their SET-realizations. MDPI 2021-03-30 /pmc/articles/PMC8067043/ /pubmed/33808096 http://dx.doi.org/10.3390/e23040406 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Ercan, İlke Sütgöl, Zeynep Duygu Özhan, Faik Ozan Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title | Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title_full | Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title_fullStr | Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title_full_unstemmed | Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title_short | Physical Limitations on Fundamental Efficiency of SET-Based Brownian Circuits |
title_sort | physical limitations on fundamental efficiency of set-based brownian circuits |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067043/ https://www.ncbi.nlm.nih.gov/pubmed/33808096 http://dx.doi.org/10.3390/e23040406 |
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