Application of machine learning techniques to optical communications


Darko Zibar
DTU - Technical University of Denmark


ABSTRACT - In the lecture, applications of machine learning to programmable ultra-wideband optical amplifier design, geometrical shaping and laser phase noise measurement will be introduced and demonstrated. The focus of the lecture will be on deep neural networks and Bayesian estimation.