UONN: Energy-Efficient Optical Neural Network

Jiaxu Zhang,Yinyi Liu,Jun Feng,Shixi Chen, Tongyu Wu,Xiaowen Dong,Jiang Xu

Asia Communications and Photonics Conference 2021（2021）

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摘要

This work proposes a novel loop-based optical neural network UONN capable of large-scale vector-matrix multiplications. Results show that UONN can achieve up to 6000× higher energy efficiency than existing MZI-based neural network.

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关键词

novel loop-based optical neural network UONN,large-scale vector-matrix multiplications,energy-efficient optical neural network

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