@inproceedings{78aca57cd64e4d2db136c07ae244cd45,
title = "Machine learning of SVM classification utilizing complete binary tree structure for PAM-4/8 optical interconnection",
abstract = "A machine learning method of effective nonlinear decision frame for PAM-N system based on support vector machine (SVM) using complete binary tree (CBT) structure is demonstrated in this work. The simulations results indicate improved performance by the proposed classifier which enhances the power sensitivity by 2-dB and 6-dB at the receiver side in 100-Gbps PAM-4 and PAM-8 systems respectively.",
author = "Guoyao Chen and Lin Sun and Ke Xu and Jiangbing Du and Zuyuan He",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 6th IEEE Photonics Society Optical Interconnects Conference, OI 2017 ; Conference date: 05-06-2017 Through 07-06-2017",
year = "2017",
month = jun,
day = "30",
doi = "10.1109/OIC.2017.7965524",
language = "英语",
series = "6th IEEE Photonics Society Optical Interconnects Conference, OI 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "47--48",
booktitle = "6th IEEE Photonics Society Optical Interconnects Conference, OI 2017",
address = "美国",
}