Transmittance Prediction and Inverse Design of Microring Resonator Channel Dropping Filters With Deep Learning
Author:
Affiliation:
1. State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/4563994/9714037/09730027.pdf?arnumber=9730027
Reference50 articles.
1. Theory of the backpropagation neural network
2. Understanding the difficulty of training deep feedforward neural networks;glorot;Proc 13th Int Conf Artif Intell Statist,2010
3. Designing integrated photonic devices using artificial neural networks
4. Machine learning methods for nanophotonic design, simulation, and operation;hammond,2019
5. Design and demonstration of compact, wide bandwidth coupled-resonator filters on a siliconon- insulator platform
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