標題: Convolutional Neural Network based Nonlinear Classifier for 112-Gbps High Speed Optical Link
作者: Chuang, Chun-Yen
Liu, Li-Chun
Wei, Chia-Chien
Liu, Jun-Jie
Henrickson, Lindor
Huang, Wan-Jou
Wang, Chih-Lin
Chen, Young-Kai
Chen, Jyehong
光電工程學系
Department of Photonics
公開日期: 1-Jan-2018
摘要: We have designed a novel convolutional neural network based nonlinear classifier that outperforms traditional Volterra nonlinear equalizers. A BER of 3.50 x 10(-6) is obtained for a 112-Gbps PAM4 EML-based optical link over 40-km SMF transmission.
URI: http://hdl.handle.net/11536/146228
期刊: 2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC)
Appears in Collections:Conferences Paper