Machine learning and Silicon Photonic Sensor for Complex Chemical Components Determination Conference Paper uri icon


  • 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.

name of conference

  • 2018 Conference on Lasers and Electro-Optics (CLEO)

published proceedings

  • 2018 Conference on Lasers and Electro-Optics (CLEO)

author list (cited authors)

  • H. Zhang, .., M. F. Karim, .., S. N. Zheng, .., H. Cai, .., Y. D. Gu, .., S. S. Chen, .., H. Yu, .., & A. Q. Liu.

publication date

  • 2018