@inproceedings{70538d3f286e4ae0aa688122c5800221,
title = "Implementing Deep Neural Network for Signal Transmission Distortion Mitigation of PAM-4 Generated by Silicon Mach-Zehnder Modulator",
abstract = "We propose and demonstrate a distortion mitigation of 50-Gbitls PAM-4 signal generated by a silicon-based Mach-Zehnder-modulator (SiMZM) after 20-km single-mode-fiber transmission via deep-neural-network (DNN). The implementation of a 2-layer DNN is discussed.",
keywords = "deep neural network, Fiber optics communications, silicon photonics",
author = "Yung Hsu and Chuang, {Chun Yen} and Yeyu Tong and Chow, {Chi Wai} and Jyehong Chen and Lai, {Yin Chieh} and Yeh, {Chien Hung} and Chen, {Young Kai} and Tsang, {Hon Ki}",
year = "2019",
month = jul,
doi = "10.23919/PS.2019.8818125",
language = "English",
series = "OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019",
address = "United States",
note = "24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing, OECC/PSC 2019 ; Conference date: 07-07-2019 Through 11-07-2019",
}