Recent Advances on Machine Learning-aided DSP for Short-reach and Long-haul Optical Communications

Abstract

In this paper, we highlight recent advances in the use of machine learning for implementing equalizers for optical communications. We highlight both algorithmic advances as well as implementation aspects using conventional and neuromorphic hardware.

arXiv commentpaper accompanying an invited presentation at OFC 2025