Nonlinear pulse shaping in optical fibres with a neural network

Sonia Boscolo; Christophe Finot

Nonlinear pulse shaping in optical fibres with a neural network

Sonia Boscolo^*, Christophe Finot

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

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Abstract

We use a machine-learning based paradigm to solve the direct and inverse
problems relating to the shaping of optical pulses that occurs upon nonlinear propagation in optical fibres with a neural network.

Original language	English
Title of host publication	Proceedings OSA Advanced Photonics Congress (AP) 2020, Nonlinear Photonics
Number of pages	2
ISBN (Electronic)	978-1-943580-79-8
Publication status	Published - 16 Jul 2020
Event	OSA Advanced Photonics Congress 2020, Nonlinear Photonics - Virtual event, Washington DC, United States Duration: 13 Jul 2020 → 16 Jul 2020 https://www.osa.org/en-us/about_osa/newsroom/news_releases/2020/all-virtual_2020_osa_advanced_photonics_congress_p/

Conference

Conference	OSA Advanced Photonics Congress 2020, Nonlinear Photonics
Country/Territory	United States
City	Washington DC
Period	13/07/20 → 16/07/20
Internet address	https://www.osa.org/en-us/about_osa/newsroom/news_releases/2020/all-virtual_2020_osa_advanced_photonics_congress_p/

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Nonlinear Pulse Shaping in Optical Fibres with a Neural Network
© 2020 The Author(s)
Accepted author manuscript, 486 KB

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title = "Nonlinear pulse shaping in optical fibres with a neural network",

abstract = "We use a machine-learning based paradigm to solve the direct and inverseproblems relating to the shaping of optical pulses that occurs upon nonlinear propagation in optical fibres with a neural network.",

author = "Sonia Boscolo and Christophe Finot",

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year = "2020",

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language = "English",

booktitle = "Proceedings OSA Advanced Photonics Congress (AP) 2020, Nonlinear Photonics",

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T1 - Nonlinear pulse shaping in optical fibres with a neural network

AU - Boscolo, Sonia

AU - Finot, Christophe

PY - 2020/7/16

Y1 - 2020/7/16

N2 - We use a machine-learning based paradigm to solve the direct and inverseproblems relating to the shaping of optical pulses that occurs upon nonlinear propagation in optical fibres with a neural network.

AB - We use a machine-learning based paradigm to solve the direct and inverseproblems relating to the shaping of optical pulses that occurs upon nonlinear propagation in optical fibres with a neural network.

UR - https://www.osapublishing.org/abstract.cfm?URI=NP-2020-NpTu1E.1

M3 - Conference publication

BT - Proceedings OSA Advanced Photonics Congress (AP) 2020, Nonlinear Photonics

T2 - OSA Advanced Photonics Congress 2020, Nonlinear Photonics

Y2 - 13 July 2020 through 16 July 2020

ER -

Nonlinear pulse shaping in optical fibres with a neural network

Abstract

Conference

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