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Quantum neural networks with multi-qubit potentials

We propose quantum neural networks that include multi-qubit interactions in the neural potential leading to a reduction of the network depth without losing approximative power. We show that the presence of multi-qubit potentials in the quantum perceptrons enables more efficient information processin...

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Detalles Bibliográficos
Autores principales: Ban, Yue, Torrontegui, E., Casanova, J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241794/
https://www.ncbi.nlm.nih.gov/pubmed/37277364
http://dx.doi.org/10.1038/s41598-023-35867-1