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OptiDistillNet: Learning nonlinear pulse propagation using the student-teacher model.

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1 Published in 2022 at "Optics express"

DOI: 10.1364/oe.463450

Abstract: We present a unique approach for learning the pulse evolution in a nonlinear fiber using a deep convolutional neural network (CNN) by solving the nonlinear Schrodinger equation (NLSE). Deep network model compression has become widespread… read more here.

Keywords: learning nonlinear; optics; optidistillnet learning; model ... See more keywords