Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning

Wan，L. X.1; Zhang，H.1; Huang，J. G.1; Zhang，G.1; Kwek，L. C.2; Fitzsimons，J.3; Chong，Y. D.4; Gong，J. B.5; Szameit，A.6; Zhou，X. Q.7; Yung，M. H.8; Jin，X. M.9; Su，X. L.10; Ser，W.1; Gao，W. B.4; Liu，A. Q.1

10.1364/CLEO_AT.2018.JTh2A.18

2018-08-06

2160-9020

978-1-5386-5733-1

2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

Part F92-CLEO_AT 2018

1-2

13-18 May 2018

San Jose, CA, United states

345 E 47TH ST, NEW YORK, NY 10017 USA

OSA - The Optical Society

A method of tuning a reconfigurable silicon photonic circuit into an arbitrary unitary operator with machine learning was proposed to bypass the traditional phase-voltage calibration process and make the prediction of applied heating voltage directly.

Machine learning Heating systems Adaptive optics Phase shifters STEM Optical interferometry Quantum computing

其他

英语

EI ; CPCI-S

Singapore National Research Foundation under the Competitive Research Program[NRF-CRP13-2014-01]

Engineering ; Optics ; Physics

Engineering, Electrical & Electronic ; Optics ; Physics, Applied

WOS:000526031001183

20182705389130

Artificial intelligence ; Learning systems ; Silicon photonics ; Timing circuits

Pulse Circuits:713.4 ; Computer Circuits:721.3 ; Artificial Intelligence:723.4

2-s2.0-85052556924

Scopus

1.School of Electrical and Electronic Engineering, Nanyang Technological University, ,Singapore
2.Centre for Quantum Technologies, National University of Singapore, ,3 Science Drive 2,Singapore
3.Engineering Product Development, Singapore University of Technology and Design, ,Singapore
4.School of Physical Mathematical Sciences, Nanyang Technological University, ,Singapore
5.Department of Physics and Centre for Computational Science and Engineering, National University of Singapore, ,Singapore
6.Institut fur Physik, Universität Rostock, ,Rostock,D-18051,Germany
7.State Key Laboratory of Optoelectronic Materials and Technologies and School of Physics, Sun Yat-sen University, ,Guangzhou,China
8.Institute for Quantum Science and Engineering and Department of Physics, Southern University of Science and Technology, ,Shenzhen,China
9.State Key Laboratory of Advanced Optical Communication Systems and Networks, Institute of Natural Sciences Department of Physics and Astronomy, Shanghai Jiao Tong University, ,Shanghai,China
10.State Key Laboratory of Quantum Optics and Quantum Optics Devices, Institute of Opto-Electronics, Shanxi University, ,Taiyuan,China

Wan，L. X.,Zhang，H.,Huang，J. G.,et al. Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:OSA - The Optical Society,2018:1-2.