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Error rate reduction of single-qubit gates via noise-aware decomposition into native gates
In the current era of Noisy Intermediate-Scale Quantum (NISQ) technology, the practical use of quantum computers remains inhibited by our inability to aptly decouple qubits from their environment to mitigate computational errors. In this paper, we introduce an approach by which knowledge of a qubit’...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9013363/ https://www.ncbi.nlm.nih.gov/pubmed/35430608 http://dx.doi.org/10.1038/s41598-022-10339-0 |
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author | Maldonado, Thomas J. Flick, Johannes Krastanov, Stefan Galda, Alexey |
author_facet | Maldonado, Thomas J. Flick, Johannes Krastanov, Stefan Galda, Alexey |
author_sort | Maldonado, Thomas J. |
collection | PubMed |
description | In the current era of Noisy Intermediate-Scale Quantum (NISQ) technology, the practical use of quantum computers remains inhibited by our inability to aptly decouple qubits from their environment to mitigate computational errors. In this paper, we introduce an approach by which knowledge of a qubit’s initial quantum state and the standard parameters describing its decoherence can be leveraged to mitigate the noise present during the execution of a single-qubit gate. We benchmark our protocol using cloud-based access to IBM quantum processors. On ibmq_rome, we demonstrate a reduction of the single-qubit error rate by 38%, from [Formula: see text] to [Formula: see text] , provided the initial state of the input qubit is known. On ibmq_bogota, we prove that our protocol will never decrease gate fidelity, provided the system’s [Formula: see text] and [Formula: see text] times have not drifted above 100 times their assumed values. The protocol can be used to reduce quantum state preparation errors, as well as to improve the fidelity of quantum circuits for which some knowledge of the qubits’ intermediate states can be inferred. This paper presents a pathway to using information about noise levels and quantum state distributions to significantly reduce error rates associated with quantum gates via optimized decomposition into native hardware gates. |
format | Online Article Text |
id | pubmed-9013363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90133632022-04-18 Error rate reduction of single-qubit gates via noise-aware decomposition into native gates Maldonado, Thomas J. Flick, Johannes Krastanov, Stefan Galda, Alexey Sci Rep Article In the current era of Noisy Intermediate-Scale Quantum (NISQ) technology, the practical use of quantum computers remains inhibited by our inability to aptly decouple qubits from their environment to mitigate computational errors. In this paper, we introduce an approach by which knowledge of a qubit’s initial quantum state and the standard parameters describing its decoherence can be leveraged to mitigate the noise present during the execution of a single-qubit gate. We benchmark our protocol using cloud-based access to IBM quantum processors. On ibmq_rome, we demonstrate a reduction of the single-qubit error rate by 38%, from [Formula: see text] to [Formula: see text] , provided the initial state of the input qubit is known. On ibmq_bogota, we prove that our protocol will never decrease gate fidelity, provided the system’s [Formula: see text] and [Formula: see text] times have not drifted above 100 times their assumed values. The protocol can be used to reduce quantum state preparation errors, as well as to improve the fidelity of quantum circuits for which some knowledge of the qubits’ intermediate states can be inferred. This paper presents a pathway to using information about noise levels and quantum state distributions to significantly reduce error rates associated with quantum gates via optimized decomposition into native hardware gates. Nature Publishing Group UK 2022-04-16 /pmc/articles/PMC9013363/ /pubmed/35430608 http://dx.doi.org/10.1038/s41598-022-10339-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Maldonado, Thomas J. Flick, Johannes Krastanov, Stefan Galda, Alexey Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title | Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title_full | Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title_fullStr | Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title_full_unstemmed | Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title_short | Error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
title_sort | error rate reduction of single-qubit gates via noise-aware decomposition into native gates |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9013363/ https://www.ncbi.nlm.nih.gov/pubmed/35430608 http://dx.doi.org/10.1038/s41598-022-10339-0 |
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