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Ansatz-Independent Variational Quantum Classifiers and the Price of Ansatz

The paradigm of variational quantum classifiers (VQCs) encodes classical information as quantum states, followed by quantum processing and then measurements to generate classical predictions. VQCs are promising candidates for efficient utilizations of noisy intermediate scale quantum (NISQ) devices:...

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Detalles Bibliográficos
Autores principales: Miyahara, Hideyuki, Roychowdhury, Vwani
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663545/
https://www.ncbi.nlm.nih.gov/pubmed/36376374
http://dx.doi.org/10.1038/s41598-022-20688-5