PAM4 Symbol Recognition based on Spiking Neural Network for 200Gb/s on-chip IM/DD Optical Interconnection

Te Ke, Ying Zhu,Chao Yang,Xiao Hu,Dingyi Wu,Ming Luo,Xiao Xi

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）

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摘要

A spiking neural network model is proposed for PAM4 symbol recognition in a 200-Gb/s on-chip IM/DD optical interconnection. The SNN model can achieve a minimum bit error rate of 5e-3, outperforming the traditional equalization algorithm implemented in digital signal processing.

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关键词

PAM4,SNN,IM/DD,optical interconnection

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