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Data-Driven Modeling of Directly-Modulated Lasers (2305.10348v1)
Published 15 May 2023 in eess.SP, cs.IT, math.IT, and physics.optics
Abstract: 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.