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: College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT)
College of Engineering & Physical 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
Last Modified: 12 Jun 2024 07:30
Date Deposited: 07 Oct 2020 14:02
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 (ORCID Profile 0000-0001-5388-2893)
Finot, Christophe

Download

[img]

Version: Accepted Version

| Preview

Export / Share Citation


Statistics

Additional statistics for this record