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The power of one clean qubit in supervised machine learning

This paper explores the potential benefits of quantum coherence and quantum discord in the non-universal quantum computing model called deterministic quantum computing with one qubit (DQC1) in supervised machine learning. We show that the DQC1 model can be leveraged to develop an efficient method fo...

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Detalles Bibliográficos
Autores principales: Karimi, Mahsa, Javadi-Abhari, Ali, Simon, Christoph, Ghobadi, Roohollah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651850/
https://www.ncbi.nlm.nih.gov/pubmed/37968292
http://dx.doi.org/10.1038/s41598-023-46497-y