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Quantum neural network cost function concentration dependency on the parametrization expressivity

Although we are currently in the era of noisy intermediate scale quantum devices, several studies are being conducted with the aim of bringing machine learning to the quantum domain. Currently, quantum variational circuits are one of the main strategies used to build such models. However, despite it...

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Detalles Bibliográficos
Autores principales: Friedrich, Lucas, Maziero, Jonas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10281952/
https://www.ncbi.nlm.nih.gov/pubmed/37339982
http://dx.doi.org/10.1038/s41598-023-37003-5