Communications Physics (Mar 2021)

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

  • Johannes Nokkala,
  • Rodrigo Martínez-Peña,
  • Gian Luca Giorgi,
  • Valentina Parigi,
  • Miguel C. Soriano,
  • Roberta Zambrini

DOI
https://doi.org/10.1038/s42005-021-00556-w
Journal volume & issue
Vol. 4, no. 1
pp. 1 – 11

Abstract

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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 reservoir computers with universal approximation capabilities