Search Results - "Sotomayor, Abraham"

MMSE-Driven Signal Constellation Scatterplot Using Neural Networks-Based Nonlinear Equalizers by Sotomayor, Abraham, Choqueuse, Vincent, Pincemin, Erwan, Morvan, Michel

“…This study investigates a phenomenon observed in signal constellation diagrams when using neural networks (NNs) based nonlinear equalizers optimized with the…”
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End-to-End Interoperable 400-GbE Optical Communications Through 2-km 400GBASE-FR4, 8 × 100-km 400G-OpenROADM and 125-km 400-ZR Fiber Lines by Pincemin, Erwan, Loussouarn, Yann, Sotomayor, Abraham, Losio, Giacomo, McCarthy, Mary, Nelson, Lee, Malik, Anuj, Riggs, Ian, Nielsen, Torben, Williams, Tom, Gaibazzi, Alberto, Zhang, Lei, Way, Winston, Courchesne, Fabien, Vasconcellos, Marcos

“…During many years, the WDM domain was dominated by vendors/system suppliers that logically proposed their proprietary solutions and technologies. This…”
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A Comparison of Machine Learning Techniques for Fiber Non-Linearity Compensation: Multilayer Perceptron vs. Learned Digital BackPropagation by Sotomayor, Abraham, Pincemin, Erwan, Choqueuse, Vincent, Morvan, Michel

“…In this paper, we analyze the performances of a Multilayer Perceptron (MLP) and the physics-based model called Learned Digital Backpropagation (LDBP) for…”
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