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Variational quantum and quantum-inspired clustering

Here we present a quantum algorithm for clustering data based on a variational quantum circuit. The algorithm allows to classify data into many clusters, and can easily be implemented in few-qubit Noisy Intermediate-Scale Quantum devices. The idea of the algorithm relies on reducing the clustering p...

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Detalles Bibliográficos
Autores principales: Bermejo, Pablo, Orús, Román
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10432530/
https://www.ncbi.nlm.nih.gov/pubmed/37587176
http://dx.doi.org/10.1038/s41598-023-39771-6

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