Neural Networks-Based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls
Author:
Affiliation:
1. Aston Institute of Photonic Technologies, Aston University, Birmingham, U.K.
2. Infinera R&D, Munich, Germany
3. Infinera Unipessoal, Carnaxide, Portugal
Funder
Leverhulme Trust
EPSRC Project TRANSNET
EU Horizon 2020 Program
Marie Sklodowska-Curie
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/2944/9502587/09773034.pdf?arnumber=9773034
Reference93 articles.
1. Dispersion compensating fibers for non-zero dispersion fibers
2. On large-batch training for deep learning: Generalization gap and sharp minima;keskar,2016
3. A Bayesian perspective on generalization and stochastic gradient descent;smith,2017
4. The general inefficiency of batch training for gradient descent learning
5. Experimental Analysis of 8-QAM Constellations for Adaptive Optical OFDM Systems
Cited by 42 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. A photonics perspective on computing with physical substrates;Reviews in Physics;2024-12
2. Low-Complexity Chromatic Dispersion Compensation Using High-Radix Fermat Number Transform;Journal of Lightwave Technology;2024-08-01
3. Combining Optical and Digital Compensation: Neural Network-Based Channel Equalisers in Dispersion-Managed Communications Systems;Journal of Lightwave Technology;2024-07-15
4. Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends;Journal of Lightwave Technology;2024-06-15
5. Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach;Journal of Lightwave Technology;2024-06-15
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3