Anomaly detection speed-up by quantum restricted Boltzmann machines

Abstract Quantum machine learning promises to revolutionize traditional machine learning by efficiently addressing hard tasks for classical computation. While claims of quantum speed-up have been announced for gate-based quantum computers and photon-based boson samplers, demonstration of an advantag...

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Bibliographic Details
Main Authors: Lorenzo Moro, Enrico Prati
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-023-01390-y