「機械学習の進展により加速する光通信の高度化・高信頼化」 特集号によせて

抄録

This paper describes an overview of special issues for research and development on advanced and highly reliable optical communication accelerated by the progress of machine learning. The topics of these issues cover the following wide range: compensation of optical fiber nonlinearity, real-time and autonomous network diagnosis, monitoring techniques of optical devices, secure data-sharing networks, device design with neural networks, and optical machine learning by silicon photonics.