@inproceedings{2e5265502647467e819913200443d1ed,
title = "Long Short-Term Memory Neural Network for Mitigating Transmission Impairments of 160 Gbit/s PAM4 Microring Modulation",
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.",
keywords = "(060.2330) Fiber optics communications, (060.4510) Optical communications",
author = "Peng, {Ching Wei} and Chan, {David W.U.} and Yeyu Tong and Chow, {Chi Wai} and Yang Liu and Yeh, {Chien Hung} and Tsang, {Hon Ki}",
note = "Publisher Copyright: {\textcopyright} 2021 OSA.; 2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 ; Conference date: 06-06-2021 Through 11-06-2021",
year = "2021",
month = jun,
doi = "10.1364/OFC.2021.Tu5D.3",
language = "English",
series = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2021 Optical Fiber Communications Conference and Exhibition, OFC 2021 - Proceedings",
address = "美國",
}