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A quantum Hopfield associative memory implemented on an actual quantum processor

In this work, we present a Quantum Hopfield Associative Memory (QHAM) and demonstrate its capabilities in simulation and hardware using IBM Quantum Experience.. The QHAM is based on a quantum neuron design which can be utilized for many different machine learning applications and can be implemented...

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Detalles Bibliográficos
Autores principales: Miller, Nathan Eli, Mukhopadhyay, Saibal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8642452/
https://www.ncbi.nlm.nih.gov/pubmed/34862426
http://dx.doi.org/10.1038/s41598-021-02866-z