Time-series quantum reservoir computing with weak and projective measurements

Abstract Time-series processing is a major challenge in machine learning with enormous progress in the last years in tasks such as speech recognition and chaotic series prediction. A promising avenue for sequential data analysis is quantum machine learning, with computational models like quantum neu...

Full description

Bibliographic Details
Main Authors: Pere Mujal, Rodrigo Martínez-Peña, Gian Luca Giorgi, Miguel C. Soriano, Roberta Zambrini
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Quantum Information
Online Access:https://doi.org/10.1038/s41534-023-00682-z