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Conferences > OFC > 2020 > M3E > M3E.2

Advances in Deep Learning for Digital Signal Processing in Coherent Optical Modems

Maxim Kuschnerov, Maximilian Schaedler, Christian Bluemm, and Stefano Calabro

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Abstract

We analyze the advances of deep learning in optical coherent modems on the physical layer with respect to modulation design, equalization and signal detection and give an outlook on a combined control and physical layer optimization using neural networks.

© 2020 The Author(s)

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