On the use of feedforward neural networks to improve the intercore crosstalk tolerance in self-coherent MCF systems
An artificial neural network is investigated to improve the performance of self-coherent
weakly-coupled multicore fibre (WC-MCF) systems. Particularly, a feedforward neural …
weakly-coupled multicore fibre (WC-MCF) systems. Particularly, a feedforward neural …
Neural Network-Assisted Self-Coherent MCF Systems Impaired by ICXT and Laser Phase Noise
TMF Alves, L Oliveira… - 2024 24th International …, 2024 - ieeexplore.ieee.org
The performance of 64 Gbaud self-coherent MCF systems assisted by neural networks to
mitigate the combined effect of the intercore crosstalk (ICXT) and laser phase noise is …
mitigate the combined effect of the intercore crosstalk (ICXT) and laser phase noise is …
Transfer Learning of Decision Feedback Neural Network Equalizers for Faster-than-Nyquist Signals Transmitted over MCF
We investigate a transfer learning (TL) of decision feedback neural network equalizers
(DFNNE) for Faster-than-Nyquist signals transmitted over multi-core fibers (MCF). In the …
(DFNNE) for Faster-than-Nyquist signals transmitted over multi-core fibers (MCF). In the …
Point-to-point advanced self-coherent 200 Gb/s multicore fiber links supported by neural networks
LFR Oliveira - 2023 - search.proquest.com
Este trabalho propõe um sistema de fibra multi-núcleo (MCF) de curto alcance de 200 Gb/s
considerando lasers reais com ruído de fase (LPN) e recetores Kramers Kronig. Os lasers …
considerando lasers reais com ruído de fase (LPN) e recetores Kramers Kronig. Os lasers …