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Quantum Transfer Learning Algorithm Based on Parameterized Quantum Circuit

Published in 2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) • Mar 29, 2024
NobleIDNI1P81W95R86S62
Authors:
Shiyue Zhang
,
Aijuan Wang

Abstract

This paper proposes a quantum transfer learning (QTL) algorithm that combines a transfer learning (TL) algorithm with parameterized quantum circuits (PQC) to investigate the relationship between PQC and model performance in hybrid quantum classical neural networks (HQCNN). The QTL algorithm effectiv...

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