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Conferences > CLEO_SI > 2020 > STh4M > STh4M.4

Neural Nets to Approach Optimal Receivers for High Speed Optical Communication

Sai Chandra Kumari Kalla, Rizan Homayoun Nejad, Sasan Zhalehpour, and Leslie A. Rusch

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Abstract

We show via simulation that two nonlinear neural network solutions can achieve performance close to that of the maximum likelihood sequence estimator for experimental frequency responses of a silicon photonic modulator and coherent detection.

© 2020 The Author(s)

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