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  • 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

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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.

© 2020 The Author(s)

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More Like This
Nonlinear Sculpturing of Optical Pulses in Fibre Systems

Sonia Boscolo, Ilya Gukov, Alessandro Tonello, and Christophe Finot
ef_p_18 European Quantum Electronics Conference (EQEC) 2019

Neural network-based emulation of nonlinear pulse propagation

Lauri Salmela, Mathilde Hary, Mehdi Mahed, John M. Dudley, and Goëry Genty
NpM3G.2 Nonlinear Photonics (NP) 2022

Efficient Nonlinear Activation Function in Optical Neural Network

H. Zhang, L. X. Wan, M. Gu, X. D. Jiang, J. Thompson, H. Cai, S. Paesani, R. Santagati, A. Laing, G. Q. Lo, D. L. Kwong, L. C. Kwek, and A. Q. Liu
JTh2B.6 CLEO: Applications and Technology (CLEO_AT) 2020

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