Nonlinear pulse shaping in optical fibres with a neural network

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.

Divisions: Engineering & Applied Sciences > Aston Institute of Photonics Technology
Engineering & Applied Sciences
Additional Information: © 2020 The Author(s)
Event Title: OSA Advanced Photonics Congress 2020, Nonlinear Photonics
Event Type: Other
Event Location: Virtual event
Event Dates: 2020-07-13 - 2020-07-16
ISBN: 978-1-943580-79-8
Full Text Link:
Related URLs: https://www.osa ... P-2020-NpTu1E.1 (Publisher URL)
PURE Output Type: Conference contribution
Published Date: 2020-07-16
Authors: Boscolo, Sonia ( 0000-0001-5388-2893)
Finot, Christophe

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