Differentiable Machine Learning-Based Modeling for Directly-Modulated Lasers
Author:
Affiliation:
1. Department of Electrical and Photonic Engineering, Technical University of Denmark, Lyngby, Denmark
2. University of Rennes, CNRS, UMR6082 -FOTON, Lannion, France
Funder
ERC-CoG FRECOM Project
Villum YIP OPTIC-AI Project
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics,Electronic, Optical and Magnetic Materials
Link
http://xplorestaging.ieee.org/ielx7/68/10382413/10382548.pdf?arnumber=10382548
Reference11 articles.
1. Beyond the 100 Gbaud directly modulated laser for short reach applications
2. Uncooled 100-GBaud Directly Modulated Membrane Lasers on SiC Substrate
3. Nonlinear Equalization Based on Artificial Neural Network in DML-Based OFDM Transmission Systems
4. Concept and experimental demonstration of optical IM/DD end-to-end system optimization using a generative model;Karanov
5. End-to-End Learning for VCSEL-Based Optical Interconnects: State-of-the-Art, Challenges, and Opportunities
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