Author:
Li Zheng,Zhang Wenbo,Wang Yang,Peng Guanju,Li Zongze,Zhou Xiaoyan,Zhang Lin
Abstract
We propose a reinforcement-learning-optimized nonlinear physical diffractive neural network, which can simultaneously perform OAM-mode and LP-mode conversion with Gaussian noise removal. The PSNR and SSIM of the converted modes reach 27.94 dB and 0.838, respectively.
Cited by
1 articles.
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1. AN-D2NN: Classification of Modes with Amplitude Nonlinear Diffractive Deep Neural Network;2024 22nd International Conference on Optical Communications and Networks (ICOCN);2024-07-26