Roadmap of optical computing

被引：1
|
作者：
Zhou, Changhe [1 ]
Yu, Junjie [1 ]
Li, Guowei [1 ]
Ma, Guoqing [1 ,2 ]
机构：
[1] Shanghai Inst Opt & Fine Mech, Opt Informat & Optoelect Lab, 390 Qinghe Rd, Shanghai, Peoples R China
[2] Univ Chinese Acad Sci, Ctr Mat Sci & Optoelect Engn, Beijing 100049, Peoples R China
来源：
HOLOGRAPHY, DIFFRACTIVE OPTICS, AND APPLICATIONS XI | 2021年 / 11898卷
关键词：
Optical computing; convolutional neural network; matrix convolution; parallel optical computing;
D O I：
10.1117/12.2601724
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
This paper presented a roadmap of optical computing, particularly, for optical implementation of convolution, in comparison with supercomputer. Optical computing power presented in this roadmap is predicted based on a simple mathematic equation of convolution where optics can do matrix convolution in full parallelism with single pass of light, which could be 500 times faster than supercomputer(Fugaku), while energy consumption of optical computing might be 1000 times lower than supercomputer(Fugaku), supposing 8K Spatial Light Modulator with extremely high updating rate >22000 frame per second might be obtained in the future. This roadmap indicates a bright future of optical computing for matrix convolution, which might take up 80% of total computing power required in deep-learning neural network
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页数：8
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