Quantum Error Mitigation With Artificial Neural Network

A quantum error mitigation technique based on machine learning is proposed, which learns how to adjust the probabilities estimated by measurement in the computational basis. Neural networks in two different designs are trained with random quantum circuits consisting of a set of one- and two-qubit un...

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Bibliographic Details
Main Authors: Changjun Kim, Kyungdeock Daniel Park, June-Koo Rhee
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9226505/