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20172020
most citedOn the use of deep neural networks in optical communications

99 citations · 230 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

physics.optics2019★ 14 cited

Dispersion Characterization and Pulse Prediction with Machine Learning

Sanjaya Lohani, Erin M. Knutson, Wenlei Zhang +1

In this work we demonstrate the efficacy of neural networks in the characterization of dispersive media. We also develop a neural network to make predictions for input probe pulses…

eess.SP2019★ 49 cited

Generative Machine Learning for Robust Free-Space Communication

Sanjaya Lohani, Ryan T. Glasser

Realistic free-space optical communications systems suffer from turbulent propagation of light through the atmosphere and detector noise at the receiver, which can significantly de…