Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Stremoukhov, Sergey, Forsh, Pavel, Khabarova, Ksenia, Kolachevsky, Nikolay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785096057686851584
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
work_keys_str_mv AT stremoukhovsergey proposalfortrappedionquantummemristor
AT forshpavel proposalfortrappedionquantummemristor
AT khabarovaksenia proposalfortrappedionquantummemristor
AT kolachevskynikolay proposalfortrappedionquantummemristor