Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems

Chaoran Huang; Shinsuke Fujisawa; Thomas Ferreira de Lima; Alexander N. Tait; Eric Blow; Yue Tian; Simon Bilodeau; Aashu Jha; Fatih Yaman; Hussam G. Batshon; Hsuan Tung Peng; Bhavin J. Shastri; Yoshihisa Inada; Ting Wang; Paul R. Prucnal

doi:10.1364/OFC.2020.Th4C.6

Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems

Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira de Lima, Alexander N. Tait, Eric Blow, Yue Tian, Simon Bilodeau, Aashu Jha, Fatih Yaman, Hussam G. Batshon, Hsuan Tung Peng, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal

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

7 Scopus citations

Abstract

We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

Original language	English (US)
Title of host publication	Optical Fiber Communication Conference, OFC 2020
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9781943580712
DOIs	https://doi.org/10.1364/OFC.2020.Th4C.6
State	Published - 2020
Event	Optical Fiber Communication Conference, OFC 2020 - San Diego, United States Duration: Mar 8 2017 → Mar 12 2017

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F174-OFC 2020
ISSN (Electronic)	2162-2701

Conference

Conference	Optical Fiber Communication Conference, OFC 2020
Country/Territory	United States
City	San Diego
Period	3/8/17 → 3/12/17

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Mechanics of Materials

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10.1364/OFC.2020.Th4C.6

Cite this

Huang, C., Fujisawa, S., de Lima, T. F., Tait, A. N., Blow, E., Tian, Y., Bilodeau, S., Jha, A., Yaman, F., Batshon, H. G., Peng, H. T., Shastri, B. J., Inada, Y., Wang, T., & Prucnal, P. R. (2020). Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems. In Optical Fiber Communication Conference, OFC 2020 (Optics InfoBase Conference Papers; Vol. Part F174-OFC 2020). Optica Publishing Group (formerly OSA). https://doi.org/10.1364/OFC.2020.Th4C.6

@inproceedings{bd9fe14e922b4214b7309e66ec8469be,

title = "Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems",

abstract = "We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.",

author = "Chaoran Huang and Shinsuke Fujisawa and \{de Lima\}, \{Thomas Ferreira\} and Tait, \{Alexander N.\} and Eric Blow and Yue Tian and Simon Bilodeau and Aashu Jha and Fatih Yaman and Batshon, \{Hussam G.\} and Peng, \{Hsuan Tung\} and Shastri, \{Bhavin J.\} and Yoshihisa Inada and Ting Wang and Prucnal, \{Paul R.\}",

note = "Publisher Copyright: OFC 2020 {\textcopyright} OSA 2020 {\textcopyright} 2020 The Author(s); Optical Fiber Communication Conference, OFC 2020 ; Conference date: 08-03-2017 Through 12-03-2017",

year = "2020",

doi = "10.1364/OFC.2020.Th4C.6",

language = "English (US)",

isbn = "9781943580712",

series = "Optics InfoBase Conference Papers",

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

booktitle = "Optical Fiber Communication Conference, OFC 2020",

}

Huang, C, Fujisawa, S, de Lima, TF, Tait, AN, Blow, E, Tian, Y, Bilodeau, S, Jha, A, Yaman, F, Batshon, HG, Peng, HT, Shastri, BJ, Inada, Y, Wang, T & Prucnal, PR 2020, Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems. in Optical Fiber Communication Conference, OFC 2020. Optics InfoBase Conference Papers, vol. Part F174-OFC 2020, Optica Publishing Group (formerly OSA), Optical Fiber Communication Conference, OFC 2020, San Diego, United States, 3/8/17. https://doi.org/10.1364/OFC.2020.Th4C.6

Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems. / Huang, Chaoran; Fujisawa, Shinsuke; de Lima, Thomas Ferreira et al.
Optical Fiber Communication Conference, OFC 2020. Optica Publishing Group (formerly OSA), 2020. (Optics InfoBase Conference Papers; Vol. Part F174-OFC 2020).

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

TY - GEN

T1 - Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems

AU - Huang, Chaoran

AU - Fujisawa, Shinsuke

AU - de Lima, Thomas Ferreira

AU - Tait, Alexander N.

AU - Blow, Eric

AU - Tian, Yue

AU - Bilodeau, Simon

AU - Jha, Aashu

AU - Yaman, Fatih

AU - Batshon, Hussam G.

AU - Peng, Hsuan Tung

AU - Shastri, Bhavin J.

AU - Inada, Yoshihisa

AU - Wang, Ting

AU - Prucnal, Paul R.

PY - 2020

Y1 - 2020

N2 - We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

AB - We demonstrate the experimental implementation of photonic neural network for fiber nonlinearity compensation over a 10,080 km trans-pacific transmission link. Q-factor improvement of 0.51 dB is achieved with only 0.06 dB lower than numerical simulations.

UR - https://www.scopus.com/pages/publications/85089942732

UR - https://www.scopus.com/inward/citedby.url?scp=85089942732&partnerID=8YFLogxK

U2 - 10.1364/OFC.2020.Th4C.6

DO - 10.1364/OFC.2020.Th4C.6

M3 - Conference contribution

AN - SCOPUS:85089942732

SN - 9781943580712

T3 - Optics InfoBase Conference Papers

BT - Optical Fiber Communication Conference, OFC 2020

PB - Optica Publishing Group (formerly OSA)

T2 - Optical Fiber Communication Conference, OFC 2020

Y2 - 8 March 2017 through 12 March 2017

ER -

Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems

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All Science Journal Classification (ASJC) codes

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