Concept and Experimental Demonstration of Optical IM/DD End-to-End
System Optimization using a Generative Model

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Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model

11 December 2019

Laurent Schmalen

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Papers citing "Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model"

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Title
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks B. Karanov D. Lavery P. Bayvel Laurent Schmalen 30 83 0 24 Jan 2019
Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks Tim O'Shea Tamoghna Roy Nathan E. West GAN 47 129 0 16 May 2018
End-to-end Deep Learning of Optical Fiber Communications B. Karanov M. Chagnon F. Thouin T. Eriksson H. Bülow D. Lavery P. Bayvel Laurent Schmalen 84 288 0 11 Apr 2018
End-to-End Learning of Communications Systems Without a Channel Model Fayçal Ait Aoudia J. Hoydis 58 174 0 06 Apr 2018
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 63 716 0 11 Jul 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 140 2,198 0 02 Feb 2017