@inproceedings{707373dfb2cd47489a08570e8d8a3db7,
title = "Machine learning and Silicon Photonic Sensor for Complex Chemical Components Determination",
abstract = "We propose an integrated microring resonator sensing system based on Backward-Propagation Neural Networks (BPNN)-Adaboost algorithm to predict component fraction in binary liquid mixtures. A minimum absolute error of 0.0023 and mean squared error of 0.000345 is achieved by this training model.",
author = "H. Zhang and Karim, \{M. F.\} and Zheng, \{S. N.\} and H. Cai and Gu, \{Y. D.\} and Chen, \{S. S.\} and H. Yu and Liu, \{A. Q.\}",
note = "Publisher Copyright: {\textcopyright} 2018 OSA.; 2018 Conference on Lasers and Electro-Optics, CLEO 2018 ; Conference date: 13-05-2018 Through 18-05-2018",
year = "2018",
month = aug,
day = "6",
language = "English",
isbn = "9781943580422",
series = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2018 Conference on Lasers and Electro-Optics, CLEO 2018 - Proceedings",
}