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Proposal for Trapped-Ion Quantum Memristor
A quantum memristor combines the memristive dynamics with the quantum behavior of the system. We analyze the idea of a quantum memristor based on ultracold ions trapped in a Paul trap. Corresponding input and output memristor signals are the ion electronic levels populations. We show that under cert...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453901/ https://www.ncbi.nlm.nih.gov/pubmed/37628163 http://dx.doi.org/10.3390/e25081134 |
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author | Stremoukhov, Sergey Forsh, Pavel Khabarova, Ksenia Kolachevsky, Nikolay |
author_facet | Stremoukhov, Sergey Forsh, Pavel Khabarova, Ksenia Kolachevsky, Nikolay |
author_sort | Stremoukhov, Sergey |
collection | PubMed |
description | A quantum memristor combines the memristive dynamics with the quantum behavior of the system. We analyze the idea of a quantum memristor based on ultracold ions trapped in a Paul trap. Corresponding input and output memristor signals are the ion electronic levels populations. We show that under certain conditions the output/input dependence is a hysteresis curve similar to classical memristive devices. This behavior becomes possible due to the partial decoherence provided by the feedback loop, which action depends on previous state of the system (memory). The feedback loop also introduces nonlinearity in the system. Ion-based quantum memristor possesses several advantages comparing to other platforms—photonic and superconducting circuits—due to the presence of a large number of electronic levels with different lifetimes as well as strong Coulomb coupling between ions in the trap. The implementation of the proposed ion-based quantum memristor will be a significant contribution to the novel direction of “quantum neural networks”. |
format | Online Article Text |
id | pubmed-10453901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104539012023-08-26 Proposal for Trapped-Ion Quantum Memristor Stremoukhov, Sergey Forsh, Pavel Khabarova, Ksenia Kolachevsky, Nikolay Entropy (Basel) Article A quantum memristor combines the memristive dynamics with the quantum behavior of the system. We analyze the idea of a quantum memristor based on ultracold ions trapped in a Paul trap. Corresponding input and output memristor signals are the ion electronic levels populations. We show that under certain conditions the output/input dependence is a hysteresis curve similar to classical memristive devices. This behavior becomes possible due to the partial decoherence provided by the feedback loop, which action depends on previous state of the system (memory). The feedback loop also introduces nonlinearity in the system. Ion-based quantum memristor possesses several advantages comparing to other platforms—photonic and superconducting circuits—due to the presence of a large number of electronic levels with different lifetimes as well as strong Coulomb coupling between ions in the trap. The implementation of the proposed ion-based quantum memristor will be a significant contribution to the novel direction of “quantum neural networks”. MDPI 2023-07-28 /pmc/articles/PMC10453901/ /pubmed/37628163 http://dx.doi.org/10.3390/e25081134 Text en © 2023 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 Stremoukhov, Sergey Forsh, Pavel Khabarova, Ksenia Kolachevsky, Nikolay Proposal for Trapped-Ion Quantum Memristor |
title | Proposal for Trapped-Ion Quantum Memristor |
title_full | Proposal for Trapped-Ion Quantum Memristor |
title_fullStr | Proposal for Trapped-Ion Quantum Memristor |
title_full_unstemmed | Proposal for Trapped-Ion Quantum Memristor |
title_short | Proposal for Trapped-Ion Quantum Memristor |
title_sort | proposal for trapped-ion quantum memristor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453901/ https://www.ncbi.nlm.nih.gov/pubmed/37628163 http://dx.doi.org/10.3390/e25081134 |
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