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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...

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Autores principales: Ercan, İlke, Sütgöl, Zeynep Duygu, Özhan, Faik Ozan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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