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Conferences > OFC > 2021 > Tu5D > Tu5D.3

Long Short-Term Memory Neural Network for Mitigating Transmission Impairments of 160 Gbit/s PAM4 Microring Modulation

Ching-Wei Peng, David W.U Chan, Yeyu Tong, Chi-Wai Chow, Yang Liu, Chien-Hung Yeh, and Hon Ki Tsang

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Abstract

We propose and design a Long-Short-Term-Memory (LSTM) algorithm to mitigate transmission impairments of 4-level-pulse-amplitude-modulation (PAM4) produced by silicon- microring-modulator (Si-MRM). 160-Gbit/s PAM4 over 1-km single-mode-fiber (SMF) is achieved satisfying the pre-forward-error-correction (FEC) requirement.

© 2021 The Author(s)

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