Efficient On-Chip Training of Optical Processor Using Stochastic Parallel-Gradient-Descent Algorithm

Yuanjian Wan, Xudong Liu,Guangze Wu, Yu Zhang,Jian Wang

2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）

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摘要

We use stochastic parallel-gradient-descent algorithm to configure optical processor, which has less computation than traditional gradient descent algorithms. We apply it in optical communication system for compensating the crosstalk in space division multiplexing systems.

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