Nonlinear Pulse Shaping in Optical Fibres with a Neural Network

6533b86efe1ef96bd12cbfb0

RESEARCH PRODUCT

Nonlinear Pulse Shaping in Optical Fibres with a Neural Network

subject

Computer Science::Machine Learning [PHYS.PHYS.PHYS-OPTICS]Physics [physics]/Physics [physics]/Optics [physics.optics]Optical fiber Artificial neural network Computer science 02 engineering and technology Inverse problem 01 natural sciences Pulse shaping law.invention 010309 optics Nonlinear system 020210 optoelectronics & photonics law 0103 physical sciences 0202 electrical engineering electronic engineering information engineering Electronic engineering ComputingMilieux_MISCELLANEOUS

description

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.

year	journal	country	edition	language
2020-07-13

10.1364/np.2020.nptu1e.1 https://hal.archives-ouvertes.fr/hal-03140844

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