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Quantum Random Access Memory for Dummies

Quantum Random Access Memory (QRAM) has the potential to revolutionize the area of quantum computing. QRAM uses quantum computing principles to store and modify quantum or classical data efficiently, greatly accelerating a wide range of computer processes. Despite its importance, there is a lack of...

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Autores principales: Phalak, Koustubh, Chatterjee, Avimita, Ghosh, Swaroop
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490729/
https://www.ncbi.nlm.nih.gov/pubmed/37687917
http://dx.doi.org/10.3390/s23177462
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author Phalak, Koustubh
Chatterjee, Avimita
Ghosh, Swaroop
author_facet Phalak, Koustubh
Chatterjee, Avimita
Ghosh, Swaroop
author_sort Phalak, Koustubh
collection PubMed
description Quantum Random Access Memory (QRAM) has the potential to revolutionize the area of quantum computing. QRAM uses quantum computing principles to store and modify quantum or classical data efficiently, greatly accelerating a wide range of computer processes. Despite its importance, there is a lack of comprehensive surveys that cover the entire spectrum of QRAM architectures. We fill this gap by providing a comprehensive review of QRAM, emphasizing its significance and viability in existing noisy quantum computers. By drawing comparisons with conventional RAM for ease of understanding, this survey clarifies the fundamental ideas and actions of QRAM. QRAM provides an exponential time advantage compared to its classical counterpart by reading and writing all data at once, which is achieved owing to storage of data in a superposition of states. Overall, we compare six different QRAM technologies in terms of their structure and workings, circuit width and depth, unique qualities, practical implementation, and drawbacks. In general, with the exception of trainable machine learning-based QRAMs, we observe that QRAM has exponential depth/width requirements in terms of the number of qubits/qudits and that most QRAM implementations are practical for superconducting and trapped-ion qubit systems.
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spelling pubmed-104907292023-09-09 Quantum Random Access Memory for Dummies Phalak, Koustubh Chatterjee, Avimita Ghosh, Swaroop Sensors (Basel) Article Quantum Random Access Memory (QRAM) has the potential to revolutionize the area of quantum computing. QRAM uses quantum computing principles to store and modify quantum or classical data efficiently, greatly accelerating a wide range of computer processes. Despite its importance, there is a lack of comprehensive surveys that cover the entire spectrum of QRAM architectures. We fill this gap by providing a comprehensive review of QRAM, emphasizing its significance and viability in existing noisy quantum computers. By drawing comparisons with conventional RAM for ease of understanding, this survey clarifies the fundamental ideas and actions of QRAM. QRAM provides an exponential time advantage compared to its classical counterpart by reading and writing all data at once, which is achieved owing to storage of data in a superposition of states. Overall, we compare six different QRAM technologies in terms of their structure and workings, circuit width and depth, unique qualities, practical implementation, and drawbacks. In general, with the exception of trainable machine learning-based QRAMs, we observe that QRAM has exponential depth/width requirements in terms of the number of qubits/qudits and that most QRAM implementations are practical for superconducting and trapped-ion qubit systems. MDPI 2023-08-28 /pmc/articles/PMC10490729/ /pubmed/37687917 http://dx.doi.org/10.3390/s23177462 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
Phalak, Koustubh
Chatterjee, Avimita
Ghosh, Swaroop
Quantum Random Access Memory for Dummies
title Quantum Random Access Memory for Dummies
title_full Quantum Random Access Memory for Dummies
title_fullStr Quantum Random Access Memory for Dummies
title_full_unstemmed Quantum Random Access Memory for Dummies
title_short Quantum Random Access Memory for Dummies
title_sort quantum random access memory for dummies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490729/
https://www.ncbi.nlm.nih.gov/pubmed/37687917
http://dx.doi.org/10.3390/s23177462
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