Experimental realization of a quantum image classifier via tensor-network-based machine learning

Kunkun Wang; Lei Xiao; Wei Yi; Shi-Ju Ran; Peng Xue

doi:10.1364/PRJ.434217

Photonics Research, Volume. 9, Issue 12, 2332(2021)

Experimental realization of a quantum image classifier via tensor-network-based machine learning Editors' Pick

Kunkun Wang^1,2, Lei Xiao¹, Wei Yi^3,4,6, Shi-Ju Ran^5,7, and Peng Xue^1、*

Author Affiliations

¹Beijing Computational Science Research Center, Beijing 100084, China

²School of Physics and Optoelectronics Engineering, Anhui University, Hefei 230601, China

³CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei 230026, China

⁴CAS Center for Excellence in Quantum Information and Quantum Physics, Hefei 230026, China

⁵Department of Physics, Capital Normal University, Beijing 100048, China

⁶e-mail: wyiz@ustc.edu.cn

⁷e-mail: sjran@cnu.edu.cn

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Kunkun Wang, Lei Xiao, Wei Yi, Shi-Ju Ran, Peng Xue. Experimental realization of a quantum image classifier via tensor-network-based machine learning[J]. Photonics Research, 2021, 9(12): 2332

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Paper Information

Category: Quantum Optics

Received: Jun. 23, 2021

Accepted: Sep. 27, 2021

Published Online: Nov. 5, 2021

The Author Email: Peng Xue (gnep.eux@gmail.com)

DOI:10.1364/PRJ.434217

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