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Single qubit neural quantum circuit for solving Exclusive-OR
The main goal of this work was designing a single qubit neural quantum circuit for performing Exclusive-OR, a concrete example of an operation requiring multiple layers in classical neural networks. The corresponding Qiskit code was tested on both simulators and IBM's “ibmqx2” five-qubit quantu...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8720890/ https://www.ncbi.nlm.nih.gov/pubmed/35004207 http://dx.doi.org/10.1016/j.mex.2021.101573 |
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author | Grossu, I.V. |
author_facet | Grossu, I.V. |
author_sort | Grossu, I.V. |
collection | PubMed |
description | The main goal of this work was designing a single qubit neural quantum circuit for performing Exclusive-OR, a concrete example of an operation requiring multiple layers in classical neural networks. The corresponding Qiskit code was tested on both simulators and IBM's “ibmqx2” five-qubit quantum processor. Further analyses along training the proposed neural quantum circuit are currently in progress. • A single qubit neural quantum circuit for performing XOR was tested on IBM Q Experience • XOR is a concrete example of an operation requiring multiple layers in classical neural networks |
format | Online Article Text |
id | pubmed-8720890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-87208902022-01-07 Single qubit neural quantum circuit for solving Exclusive-OR Grossu, I.V. MethodsX Method Article The main goal of this work was designing a single qubit neural quantum circuit for performing Exclusive-OR, a concrete example of an operation requiring multiple layers in classical neural networks. The corresponding Qiskit code was tested on both simulators and IBM's “ibmqx2” five-qubit quantum processor. Further analyses along training the proposed neural quantum circuit are currently in progress. • A single qubit neural quantum circuit for performing XOR was tested on IBM Q Experience • XOR is a concrete example of an operation requiring multiple layers in classical neural networks Elsevier 2021-11-06 /pmc/articles/PMC8720890/ /pubmed/35004207 http://dx.doi.org/10.1016/j.mex.2021.101573 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Method Article Grossu, I.V. Single qubit neural quantum circuit for solving Exclusive-OR |
title | Single qubit neural quantum circuit for solving Exclusive-OR |
title_full | Single qubit neural quantum circuit for solving Exclusive-OR |
title_fullStr | Single qubit neural quantum circuit for solving Exclusive-OR |
title_full_unstemmed | Single qubit neural quantum circuit for solving Exclusive-OR |
title_short | Single qubit neural quantum circuit for solving Exclusive-OR |
title_sort | single qubit neural quantum circuit for solving exclusive-or |
topic | Method Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8720890/ https://www.ncbi.nlm.nih.gov/pubmed/35004207 http://dx.doi.org/10.1016/j.mex.2021.101573 |
work_keys_str_mv | AT grossuiv singlequbitneuralquantumcircuitforsolvingexclusiveor |