南方科技大学知识苑(SUSTech KC): Transforming Bell's inequalities into state classifiers with machine learning

题名	Transforming Bell's inequalities into state classifiers with machine learning
作者	Ma, Yue-Chi 1; Yung, Man-Hong1,2,3,4
通讯作者	Ma, Yue-Chi; Yung, Man-Hong
发表日期	2018-07-25
DOI	10.1038/s41534-018-0081-3
发表期刊	npj Quantum Information 影响因子和分区
ISSN	2056-6387
EISSN	2056-6387
卷号	4
摘要	In quantum information science, a major challenge is to look for an efficient means for classifying quantum states. An attractive proposal is to utilize Bell's inequality as an entanglement witness, for classifying entangled state. The problem is that entanglement is necessary but not sufficient for violating Bell's inequalities, making these inequalities unreliable in state classification.
相关链接	[来源记录]
收录类别	SCI ; EI
语种	英语
学校署名	通讯
资助项目	Science Technology and Innovation Commission of Shenzhen Municipality[ZDSYS20170303165926217] ; Science Technology and Innovation Commission of Shenzhen Municipality[JCYJ20170412152620376]
WOS研究方向	Physics
WOS类目	Quantum Science & Technology ; Physics, Applied ; Physics, Atomic, Molecular & Chemical ; Physics, Condensed Matter
WOS记录号	WOS:000440095900001
出版者	SPRINGERNATURE
EI入藏号	20201608456319
EI主题词	Qubits ; Classification (of information) ; Quantum entanglement ; Set theory ; Quantum optics ; Bells
EI分类号	Information Theory and Signal Processing:716.1 ; Artificial Intelligence:723.4 ; Light, Optics and Optical Devices:741 ; Light/Optics:741.1 ; Acoustic Devices:752.1 ; Nanotechnology:761 ; Information Sources and Analysis:903.1 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4 ; Quantum Theory; Quantum Mechanics:931.4
来源库	Web of Science
引用统计	被引频次[WOS]：61
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/27468
专题	量子科学与工程研究院理学院_物理系
作者单位	1.Tsinghua Univ, Ctr Quantum Informat, Inst Interdisciplinary Informat Sci, Beijing 100084, Peoples R China 2.Southern Univ Sci & Technol, Shenzhen Inst Quantum Sci & Engn, Shenzhen 518055, Peoples R China 3.Southern Univ Sci & Technol, Dept Phys, Shenzhen 518055, Peoples R China 4.Southern Univ Sci & Technol, Shenzhen Key Lab Quantum Sci & Engn, Shenzhen 518055, Peoples R China
通讯作者单位	量子科学与工程研究院; 物理系; 南方科技大学
推荐引用方式 GB/T 7714	Ma, Yue-Chi,Yung, Man-Hong. Transforming Bell's inequalities into state classifiers with machine learning[J]. npj Quantum Information,2018,4.
APA	Ma, Yue-Chi,&Yung, Man-Hong.(2018).Transforming Bell's inequalities into state classifiers with machine learning.npj Quantum Information,4.
MLA	Ma, Yue-Chi,et al."Transforming Bell's inequalities into state classifiers with machine learning".npj Quantum Information 4(2018).