Low-Complexity and Rapid-Adaptive Neural Network Equalizer Based on SkipNet for High-Speed Optical IM/DD Communication System

We propose and demonstrate a low-complexity and rapid-adaptive neural network equalizer based on SkipNet for high-speed optical IM/DD system, achieving 300- and 270-Gbps data transmission under B2B and 1-km fiber with improved sensitivity and data-rates.

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Publication Details

Published
2025-06-29
DOI
https://doi.org/10.23919/oecc/psc62146.2025.11110563
Primary Topic
Optical Network Technologies
Type
article
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article

Low-Complexity and Rapid-Adaptive Neural Network Equalizer Based on SkipNet for High-Speed Optical IM/DD Communication System

Zhixue He, Junhao Zhao, Zhongya Li, An Yan et al.
Optical Network Technologies
article

Low-Complexity and Rapid-Adaptive Neural Network Equalizer Based on SkipNet for High-Speed Optical IM/DD Communication System

Zhixue He, Junhao Zhao, Zhongya Li, An Yan, Chengxi Wang, Nan Chi, Jianyang Shi, Yingjun Zhou, Junwen Zhang
article en

Abstract

We propose and demonstrate a low-complexity and rapid-adaptive neural network equalizer based on SkipNet for high-speed optical IM/DD system, achieving 300- and 270-Gbps data transmission under B2B and 1-km fiber with improved sensitivity and data-rates.

National Engineering Research Center of Electromagnetic Radiation Control Materials (CN), Peng Cheng Laboratory (CN)
Affordable and clean energy
Openalex Percentile: Top 80%
Optical Network Technologies
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Low-Complexity and Rapid-Adaptive Neural Network Equalizer Based on SkipNet for High-Speed Optical IM/DD Communication System — Zhixue He, Junhao Zhao, et al. · (2025) | TGRS Research Map | TGRS