A quantum convolutional neural network on NISQ devices

Abstract Quantum machine learning is one of the most promising applications of quantum computing in the noisy intermediate-scale quantum (NISQ) era. We propose a quantum convolutional neural network(QCNN) inspired by convolutional neural networks (CNN), which greatly reduces the computing complexity...

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Bibliographic Details
Published in:AAPPS Bulletin
Main Authors: ShiJie Wei, YanHu Chen, ZengRong Zhou, GuiLu Long
Format: Article
Language:English
Published: Springer 2022-01-01
Subjects:
Quantum computing
Quantum algorithm
Quantum machine learning
Online Access:https://doi.org/10.1007/s43673-021-00030-3

Internet

https://doi.org/10.1007/s43673-021-00030-3

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