Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Recurrent Neural Network based Equalizer with Embedded Parallelization for 100Gbps/λ PON

Not Accessible

Your library or personal account may give you access

Abstract

Recurrent neural network based equalizer with parallel outputs is proposed and experimentally demonstrated. Result shows that it outperforms fully-connected neural network for 100Gbps/λ PON using 25G-class optics. Hardware implementation issues are also discussed.

© 2021 The Author(s)

PDF Article  |   Presentation Video
More Like This
Recurrent Neural Network Equalizer to Extend Input Power Dynamic Range of SOA in 100Gb/s/λ PON

Stephen Murphy, Paul D. Townsend, and Cleitus Antony
SW4E.1 CLEO: Science and Innovations (CLEO:S&I) 2022

Sparsely-Connected Cascade Recurrent Neural Network-Based Nonlinear Equalizer for a 100-Gb/s PAM4 Optical Interconnect

Zhaopeng Xu, Shuangyu Dong, Chenxin Jiang, Jonathan H. Manton, and William Shieh
M5H.4 Asia Communications and Photonics Conference (ACP) 2021

A Sparse-Readout Reservoir-Computing Based Equalizer for 100 Gb/s/λ PON

Xiaoan Huang, Dongxu Zhang, Xiaofeng Hu, and Kaibin Zhang
Tu5.46 European Conference and Exhibition on Optical Communication (ECOC) 2022

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads


More Like This
Recurrent Neural Network Equalizer to Extend Input Power Dynamic Range of SOA in 100Gb/s/λ PON

Stephen Murphy, Paul D. Townsend, and Cleitus Antony
SW4E.1 CLEO: Science and Innovations (CLEO:S&I) 2022

Sparsely-Connected Cascade Recurrent Neural Network-Based Nonlinear Equalizer for a 100-Gb/s PAM4 Optical Interconnect

Zhaopeng Xu, Shuangyu Dong, Chenxin Jiang, Jonathan H. Manton, and William Shieh
M5H.4 Asia Communications and Photonics Conference (ACP) 2021

A Sparse-Readout Reservoir-Computing Based Equalizer for 100 Gb/s/λ PON

Xiaoan Huang, Dongxu Zhang, Xiaofeng Hu, and Kaibin Zhang
Tu5.46 European Conference and Exhibition on Optical Communication (ECOC) 2022

High Dynamic Range 100 Gbit/s PAM4 PON with SOA Preamplifier using Gated Recurrent Neural Network Equaliser

Stephen Murphy, Fariba Jamai, Paul D. Townsend, and Cleitus Antony
Th1C.6 European Conference and Exhibition on Optical Communication (ECOC) 2022

FPGA Implementation of Deep Neural Network Based Equalizers for High-Speed PON

Noriaki Kaneda, Ziyi Zhu, Chun-Yen Chuang, Amitkumar Mahadevan, Bob Farah, Keren Bergman, Doutje Van Veen, and Vincent Houtsma
T4D.2 Optical Fiber Communication Conference (OFC) 2020

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved