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Hardware-efficient quantum principal component analysis for medical image recognition
《Frontiers of physics》2024年第5期227-239,共13页Zidong Lin Hongfeng Liu Kai Tang Yidai Liu Liangyu Che Xinyue Long Xiangyu Wang Yu-ang Fan Keyi Huang Xiaodong Yang Tao Xin Xinfang Nie Dawei Lu 
supported by the National Key Research and Development Program of China(No.2019YFA0308100);the National Natural Science Foundation of China(Nos.12075110 and 12104213);the Science,Technology and Innovation Commission of Shenzhen Municipality(Nos.KQTD20190929173815000 and JCYJ20200109140803865);Pengcheng Scholars,Guangdong Innovative and Entrepreneurial Research Team Program(No.2019ZT08C044);Guangdong Provincial Key Laboratory(No.2019B121203002);Guangdong Basic and Applied Basic Research Foundation(No.2020A1515110987).
Principal component analysis(PCA)is a widely used tool in machine learning algorithms,but it can be computationally expensive.In 2014,Lloyd,Mohseni&Rebentrost proposed a quantum PCA(qPCA)algorithm[Nat.Phys.10,631(2014...
关键词：quantum simulation quantum principal component analysis nuclear magnetic resonance 
DTrace: fine-grained and efficient data integrity checking with hardware instruction tracing
《Cybersecurity》2019年第1期23-37,共15页Xiayang Wang Fuqian Huang Haibo Chen 
Recently released Intel processors have been equipped with hardware instruction tracing facilities to securely and efficiently record the program execution path.In this paper,we study a case for data integrity checkin...
关键词：Data integrity checking Hardware instruction tracing 
DTrace:fine-grained and efficient data integrity checking with hardware instruction tracing
《Cybersecurity》2018年第1期298-312,共15页Xiayang Wang Fuqian Huang Haibo Chen 
supported in part by National Key Research and Development Program of China;a research grant from Huawei Technologies,Inc.
Recently released Intel processors have been equipped with hardware instruction tracing facilities to securely and efficiently record the program execution path.In this paper,we study a case for data integrity checkin...
关键词：Data integrity checking Hardware instruction tracing 
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