Speeding up quantum perceptron via shortcuts to adiabaticity

Abstract The quantum perceptron is a fundamental building block for quantum machine learning. This is a multidisciplinary field that incorporates abilities of quantum computing, such as state superposition and entanglement, to classical machine learning schemes. Motivated by the techniques of shortc...

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Bibliographic Details
Main Authors: Yue Ban, Xi Chen, E. Torrontegui, E. Solano, J. Casanova
Format: Article
Language:English
Published: Nature Portfolio 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-85208-3