A Highly Adaptive Compilation Method to Break the Limitation of SNR on Calculation Precision in Photonic Neuromorphic System

Yuepeng Wu,Cen Wang,Hongxiang Guo,Yi Guo,Jian Wu

2022 Asia Communications and Photonics Conference (ACP)（2022）

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摘要

We propose a compilation method in photonic neuromorphic system to improve calculation precision and provide high adaptability. The simulation results show that our method significantly reduces the SNR requirement for a precision and outperforms physics-aware training in model inference accuracy under the same SNR.

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关键词

photonic computing, high accuracy, photonic neuromorphic, photonic neural network architecture

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