Nonlinear Pulse Shaping in Optical Fibres with a Neural Network

Sonia Boscolo; Christophe Finot

doi:10.1364/NP.2020.NpTu1E.1

OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)
OSA Technical Digest (Optica Publishing Group, 2020),
paper NpTu1E.1
•https://doi.org/10.1364/NP.2020.NpTu1E.1

Nonlinear Pulse Shaping in Optical Fibres with a Neural Network

Sonia Boscolo and Christophe Finot

Nonlinear Photonics 2020

Washington, DC United States
13–16 July 2020
ISBN: 978-1-943580-79-8

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Pulse Shaping and Characterization (NpTu1E)

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S. Boscolo and C. Finot, "Nonlinear Pulse Shaping in Optical Fibres with a Neural Network," in OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF), L. Caspani, A. Tauke-Pedretti, F. Leo, and B. Yang, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper NpTu1E.1.

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Abstract

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

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