Quantization of Recurrent Neural Network for Low-Complexity High-Speed IM/DD System Equalization Based on Neuron Clustering-Reference-Cited by-同舟云学术

Quantization of Recurrent Neural Network for Low-Complexity High-Speed IM/DD System Equalization Based on Neuron Clustering

Published:2023-11-04 Issue: Volume: Page:1-4
ISSN:
Container-title:2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)
language:
Short-container-title:

Author:

Xu Zhaopeng¹,Ji Honglin¹,Yang Yu¹,Qiao Gang¹,Wu Qi¹,Lu Weiqi²,Liu Lulu¹,Wang Shangcheng¹,Liang Junpeng¹,Li Jiali¹,Wei Jinlong¹,He Zhixue¹,Hu Weisheng¹,Shieh William²

Affiliation:

1. Peng Cheng Laboratory,Shenzhen,China

2. School of Engineering Westlake University,Hangzhou,China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10368381/10368607/10369904.pdf?arnumber=10369904

Reference28 articles.

1. Artificial intelligence (AI) methods in optical networks: A comprehensive survey

2. An Optical Communication's Perspective on Machine Learning and Its Applications

3. Machine Learning Techniques in Optical Communication

4. Joint Equalization of Linear and Nonlinear Impairments for PAM4 Short-Reach Direct Detection Systems

5. A 70 Gbps NRZ optical link based on 850 nm band-limited VCSEL for data-center intra-connects

Cited by 3 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. Advanced Neural Network-Based Equalization in Intensity-Modulated Direct-Detection Optical Systems: Current Status and Future Trends;Photonics;2024-07-28

2. Key Enablers for Hardware-Efficient Neural Network Receiver in Short-Reach Optical Links;2024 22nd International Conference on Optical Communications and Networks (ICOCN);2024-07-26

3. Hardware-Efficient Neural Network-Based Receiver for Intensity-Modulated Direct-Detection Short-Reach Optical Links;2023 IEEE 15th International Conference on Advanced Infocomm Technology (ICAIT);2023-10-13