End-to-end learning for VCSEL-based optical interconnects: State-of-the-art, challenges, and opportunities
Optical interconnects (OIs) based on vertical-cavity surface-emitting lasers (VCSELs) are the
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
Nonlinear equalizer by feature engineering based-deep neural network for coherent optical communication system
X Liu, Y Wang, C Li - 2020 Asia Communications and …, 2020 - ieeexplore.ieee.org
We experimentally demonstrate the maximum 1.07 dB Q-factor improvement in terms of
nonlinearity compensation of 120 Gb/s 64-QAM coherent optical communication system at …
nonlinearity compensation of 120 Gb/s 64-QAM coherent optical communication system at …
[PDF][PDF] Tracing the exact location of failures in underground optical networks using LSTM deep learning model
O Nyarko-Boateng, AF Adekoya… - Indian Journal …, 2021 - sciresol.s3.us-east-2.amazonaws …
Failures mostly occur in the underground optical networks, and these failures come with
some consequences such as interrupted services, damaged brand reputation, revenue loss …
some consequences such as interrupted services, damaged brand reputation, revenue loss …
Design of neural network-based nonlinear equalisers for coherent optical communication systems
Y Liu - 2023 - wrap.warwick.ac.uk
Recent advancements in beyond 5G (B5G) networks and future communications demand
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …
ultra-high capacity and, therefore, impose stringent requirements on fibre-optic transmission …
A low-complexity recurrent neural network based joint equalization and decoding method for trellis coded modulation link in data center
A Low-Complexity Recurrent Neural Network Based Joint Equalization and Decoding Method
for Trellis Coded Modulation Link in Data Page 1 978-1-7281-5445-9/20/$31.00 ©2020 IEEE A …
for Trellis Coded Modulation Link in Data Page 1 978-1-7281-5445-9/20/$31.00 ©2020 IEEE A …
Large-scale high-density optical interconnects
Large-Scale High-Density Optical Interconnects Page 1 S3C.1.pdf Asia Communications and
Photonics Conference 2020 © OSA 2020 Large-Scale High-Density Optical Interconnects …
Photonics Conference 2020 © OSA 2020 Large-Scale High-Density Optical Interconnects …