Intelligent Optical Signal Processing for Optical Communications

Chaoran Huang; Thomas Ferreira de Lima; Alexander N. Tait; Hsuan Tung Peng; Weipeng Zhang; Simon Bilodeau; Bhavin J. Shastri; Paul R. Prucnal

Intelligent Optical Signal Processing for Optical Communications

Chaoran Huang, Thomas Ferreira de Lima, Alexander N. Tait, Hsuan Tung Peng, Weipeng Zhang, Simon Bilodeau, Bhavin J. Shastri, Paul R. Prucnal

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Machine learning can solve many applications in optical communications, but its benefits are largely validated offline using conventional computers. We will introduce a radically new hardware platform, neuromorphic photonics, for machine learning, and review its applications in different optical communication systems.

Original language	English (US)
Title of host publication	2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Electronic)	9781957171005
State	Published - 2021
Event	2021 Asia Communications and Photonics Conference, ACP 2021 - Shanghai, China Duration: Oct 24 2021 → Oct 27 2021

Publication series

Name	Asia Communications and Photonics Conference, ACP
Volume	2021-October
ISSN (Print)	2162-108X

Conference

Conference	2021 Asia Communications and Photonics Conference, ACP 2021
Country/Territory	China
City	Shanghai
Period	10/24/21 → 10/27/21

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Electrical and Electronic Engineering

Cite this

Huang, C., de Lima, T. F., Tait, A. N., Peng, H. T., Zhang, W., Bilodeau, S., Shastri, B. J., & Prucnal, P. R. (2021). Intelligent Optical Signal Processing for Optical Communications. In 2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings Article T1E.1 (Asia Communications and Photonics Conference, ACP; Vol. 2021-October). Optica Publishing Group (formerly OSA).

@inproceedings{3fd977b3ae3243939829f117a203cc07,

title = "Intelligent Optical Signal Processing for Optical Communications",

abstract = "Machine learning can solve many applications in optical communications, but its benefits are largely validated offline using conventional computers. We will introduce a radically new hardware platform, neuromorphic photonics, for machine learning, and review its applications in different optical communication systems.",

author = "Chaoran Huang and {de Lima}, {Thomas Ferreira} and Tait, {Alexander N.} and Peng, {Hsuan Tung} and Weipeng Zhang and Simon Bilodeau and Shastri, {Bhavin J.} and Prucnal, {Paul R.}",

note = "Publisher Copyright: {\textcopyright} Optica Publishing Group 2021; 2021 Asia Communications and Photonics Conference, ACP 2021 ; Conference date: 24-10-2021 Through 27-10-2021",

year = "2021",

language = "English (US)",

series = "Asia Communications and Photonics Conference, ACP",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings",

}

Huang, C, de Lima, TF, Tait, AN, Peng, HT, Zhang, W, Bilodeau, S, Shastri, BJ & Prucnal, PR 2021, Intelligent Optical Signal Processing for Optical Communications. in 2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings., T1E.1, Asia Communications and Photonics Conference, ACP, vol. 2021-October, Optica Publishing Group (formerly OSA), 2021 Asia Communications and Photonics Conference, ACP 2021, Shanghai, China, 10/24/21.

Intelligent Optical Signal Processing for Optical Communications. / Huang, Chaoran; de Lima, Thomas Ferreira; Tait, Alexander N. et al.
2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings. Optica Publishing Group (formerly OSA), 2021. T1E.1 (Asia Communications and Photonics Conference, ACP; Vol. 2021-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Intelligent Optical Signal Processing for Optical Communications

AU - Huang, Chaoran

AU - de Lima, Thomas Ferreira

AU - Tait, Alexander N.

AU - Peng, Hsuan Tung

AU - Zhang, Weipeng

AU - Bilodeau, Simon

AU - Shastri, Bhavin J.

AU - Prucnal, Paul R.

PY - 2021

Y1 - 2021

N2 - Machine learning can solve many applications in optical communications, but its benefits are largely validated offline using conventional computers. We will introduce a radically new hardware platform, neuromorphic photonics, for machine learning, and review its applications in different optical communication systems.

AB - Machine learning can solve many applications in optical communications, but its benefits are largely validated offline using conventional computers. We will introduce a radically new hardware platform, neuromorphic photonics, for machine learning, and review its applications in different optical communication systems.

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UR - http://www.scopus.com/inward/citedby.url?scp=85128384365&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85128384365

T3 - Asia Communications and Photonics Conference, ACP

BT - 2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings

PB - Optica Publishing Group (formerly OSA)

T2 - 2021 Asia Communications and Photonics Conference, ACP 2021

Y2 - 24 October 2021 through 27 October 2021

ER -

Intelligent Optical Signal Processing for Optical Communications

Abstract

Publication series

Conference

All Science Journal Classification (ASJC) codes

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