Entanglement-Based Feature Extraction by Tensor Network Machine Learning

Liu, YH; Li, WJ; Zhang, X; Lewenstein, M; Su, G; Ran, SJ

Su, G (corresponding author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing, Peoples R China.; Su, G (corresponding author), Univ Chinese Acad Sci, Kavli Inst Theoret Sci, Beijing, Peoples R China.; Su, G (corresponding author), Univ Chinese Acad Sci, CAS Ctr Excellence Topol Quantum Computat, Beijing, Peoples R China.; Ran, SJ (corresponding author), Capital Normal Univ, Dept Phys, Beijing, Peoples R China.

FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, 2021; 7 ():

Abstract

It is a hot topic how entanglement, a quantity from quantum information theory, can assist machine learning. In this work, we implement numerical expe......

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