Data-Driven Modeling of Directly-Modulated Lasers

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May 15, 2023
Sergio Hernandez Fernandez, Christophe Peucheret, Ognjen Jovanovic, Francesco Da Ros, Darko Zibar
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The end-to-end optimization of links based on directly-modulated lasers may require an analytically differentiable channel. We overcome this problem by developing and comparing differentiable laser models based on machine learning techniques.

* 4 pages, 6 figures, submitted to european conference on optical communcations 2023  
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