OECC/PSC 2019

講演情報

Poster Sessions

Poster Sessions

[WP4-B] Poster Session 2

2019年7月10日(水) 15:00 〜 16:30 Room H (2F, Fukuoka International Congress Center)

15:00 〜 16:30

[WP4-B10] Implementing Deep Neural Network for Signal Transmission Distortion Mitigation of PAM-4 Generated by Silicon Mach-Zehnder Modulator

Yung Hsu1, Chun-Yen Chuang1, Yeyu Tong2, 〇Chi-Wai Chow1, Jyehong Chen1, Yin-Chieh Lai1, Chien-Hung Yeh3, Young-Kai Chen4, Hon Ki Tsang2 (1National Chiao Tung Univ., Taiwan, 2Chinese Univ. of Hong Kong, Hong Kong, 3Feng Chia Univ., Taiwan, 4DARPA, U.S.A)

キーワード:Access Network and Subsystem, Data Center Network and Subsystem

We propose and demonstrate a distortion mitigation of 50-Gbit/s 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.

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