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Practical overview of image classification with tensor-network quantum circuits

Circuit design for quantum machine learning remains a formidable challenge. Inspired by the applications of tensor networks across different fields and their novel presence in the classical machine learning context, one proposed method to design variational circuits is to base the circuit architectu...

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Detalles Bibliográficos
Autores principales: Guala, Diego, Zhang, Shaoming, Cruz, Esther, Riofrío, Carlos A., Klepsch, Johannes, Arrazola, Juan Miguel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023676/
https://www.ncbi.nlm.nih.gov/pubmed/36932074
http://dx.doi.org/10.1038/s41598-023-30258-y