Performance analysis of all-optical logical gate using artificial neural network

作者：

Highlights：

• A modeling approach for photonic devices is proposed and developed.

• The model is based on multilayer perceptron & radial basis function neural networks.

• The model produces high accuracy and acceptable results.

摘要

•A modeling approach for photonic devices is proposed and developed.•The model is based on multilayer perceptron & radial basis function neural networks.•The model produces high accuracy and acceptable results.

论文关键词：Artificial neural networks,Multi-layer neural network,Optical devices,Radial basis function networks

论文评审过程：Received 19 June 2020, Revised 16 March 2021, Accepted 9 April 2021, Available online 16 April 2021, Version of Record 29 April 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115029