Convolutional Neural Network based Nonlinear Classifier for 112-Gbps High Speed Optical Link

Title:	Convolutional Neural Network based Nonlinear Classifier for 112-Gbps High Speed Optical Link
Authors:	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
Issue Date:	1-Jan-2018
Abstract:	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
Journal:	2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC)
Appears in Collections:	Conferences Paper