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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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Detalles Bibliográficos
Autor principal: Grossu, I.V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
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.
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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
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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
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