Component and Systems Modelling Using Machine Learning

Event
  • Session
  • 13:2 - 13:2
  • Duration: 1 hr 57 mins
  • Publication date: 13 Oct 2023
  • Location: Boisdale, SEC, Glasgow, United Kingdom
  • Part of event ECOC 2023

About the session

M.A.3.1

Invited Speaker  - Recent Advances in Digital Twin for Optical Communications

Danshi Wang1, Yuchen Song1, Yan Shi2, Shikui Shen2, Shanguo Huang1, Min Zhang1

1 Beijing University of Posts and Telecommunications, Beijing, China. 2 China Unicom Research Institute, Beijing, China

M.A.3.2

Accurate EDFA Gain Modelling using Convolutional Neural Network with Denoising Layers enabled by Soft-thresholding

Hongbo Chen, Guo-Wei Lu, Kunping Luo

The University of Aizu, Aizu-Wakamatsu, Japan

M.A.3.3

Data-Driven Modeling of Directly-Modulated Lasers

Sergio Hernandez Fernandez1, Christophe Peucheret2, Ognjen Jovanovic1, Francesco Da Ros1, Darko Zibar1

1 Technical University of Denmark, Kongens Lyngby, Denmark. 2 University of Rennes, Lannion, France

M.A.3.4

Invited Speaker  - Spiking Neural Network Equalization: Towards Evaluation of Throughput and Power Consumption

Georg Böcherer

Huawei Technology Duesseldorf GmbH, Munich, Germany

Keywords:

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