Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Most attempts to delineate quantum machine-learning-related computing capabilities of continuous variables states have relied on non-Gaussian resources. Here, the authors show that linear systems with continuous-variable Gaussian states are a promising platform for the implementation of quantum rese...

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Bibliographic Details
Main Authors: Johannes Nokkala, Rodrigo Martínez-Peña, Gian Luca Giorgi, Valentina Parigi, Miguel C. Soriano, Roberta Zambrini
Format: Article
Language:English
Published: Nature Portfolio 2021-03-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-021-00556-w