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

L. X. Wan; H. Zhang; J. G. Huang; G. Zhang; L. C. Kwek; J. Fitzsimons; Y. D. Chong; J. B. Gong; A. Szameit; X. Q. Zhou; M. H. Yung; X. M. Jin; X. L. Su; W. Ser; W. B. Gao; A. Q. Liu

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

L. X. Wan, H. Zhang, J. G. Huang, G. Zhang, L. C. Kwek, J. Fitzsimons, Y. D. Chong, J. B. Gong, A. Szameit, X. Q. Zhou, M. H. Yung, X. M. Jin, X. L. Su, W. Ser, W. B. Gao, A. Q. Liu

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

Abstract

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.

Original language	English
Title of host publication	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781943580422
Publication status	Published - 6 Aug 2018
Externally published	Yes
Event	2018 Conference on Lasers and Electro-Optics, CLEO 2018 - San Jose, United States Duration: 13 May 2018 → 18 May 2018

Publication series

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

Conference

Conference	2018 Conference on Lasers and Electro-Optics, CLEO 2018
Country/Territory	United States
City	San Jose
Period	13/05/18 → 18/05/18

ASJC Scopus subject areas

Instrumentation
Atomic and Molecular Physics, and Optics

Cite this

Wan, L. X., Zhang, H., Huang, J. G., Zhang, G., Kwek, L. C., Fitzsimons, J., Chong, Y. D., Gong, J. B., Szameit, A., Zhou, X. Q., Yung, M. H., Jin, X. M., Su, X. L., Ser, W., Gao, W. B., & Liu, A. Q. (2018). Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning. In 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings Article 8426880 (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings). Institute of Electrical and Electronics Engineers Inc..

@inproceedings{cceda0928bc544f386e0a3d1ed0dd126,

title = "Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning",

abstract = "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.",

author = "Wan, \{L. X.\} and H. Zhang and Huang, \{J. G.\} and G. Zhang and Kwek, \{L. C.\} and J. Fitzsimons and Chong, \{Y. D.\} and Gong, \{J. B.\} and A. Szameit and Zhou, \{X. Q.\} and Yung, \{M. H.\} and Jin, \{X. M.\} and Su, \{X. L.\} and W. Ser and Gao, \{W. B.\} and Liu, \{A. Q.\}",

note = "Publisher Copyright: {\textcopyright} 2018 OSA.; 2018 Conference on Lasers and Electro-Optics, CLEO 2018 ; Conference date: 13-05-2018 Through 18-05-2018",

year = "2018",

month = aug,

day = "6",

language = "English",

isbn = "9781943580422",

series = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",

}

Wan, LX, Zhang, H, Huang, JG, Zhang, G, Kwek, LC, Fitzsimons, J, Chong, YD, Gong, JB, Szameit, A, Zhou, XQ, Yung, MH, Jin, XM, Su, XL, Ser, W, Gao, WB & Liu, AQ 2018, Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning. in 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings., 8426880, 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018 Conference on Lasers and Electro-Optics, CLEO 2018, San Jose, United States, 13/05/18.

Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning. / Wan, L. X.; Zhang, H.; Huang, J. G. et al.
2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. 8426880 (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning

AU - Wan, L. X.

AU - Zhang, H.

AU - Huang, J. G.

AU - Zhang, G.

AU - Kwek, L. C.

AU - Fitzsimons, J.

AU - Chong, Y. D.

AU - Gong, J. B.

AU - Szameit, A.

AU - Zhou, X. Q.

AU - Yung, M. H.

AU - Jin, X. M.

AU - Su, X. L.

AU - Ser, W.

AU - Gao, W. B.

AU - Liu, A. Q.

PY - 2018/8/6

Y1 - 2018/8/6

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85052556924

M3 - Conference article published in proceeding or book

AN - SCOPUS:85052556924

SN - 9781943580422

T3 - 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 Conference on Lasers and Electro-Optics, CLEO 2018

Y2 - 13 May 2018 through 18 May 2018

ER -

Wan LX, Zhang H, Huang JG, Zhang G, Kwek LC, Fitzsimons J et al. Determinating Full Parameters of U-Matrix for Reconfigurable Boson Sampling Circuits using Machine Learning. In 2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. 8426880. (2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings).

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

Abstract

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ASJC Scopus subject areas

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