Massive parallelism Fourier-optic convolutional processor

Mario Miscuglio,Zibo Hu,Shurui Li,Jiaqi Gu,Aydin Babakhani,Puneet Gupta,Chee Wei Wong,David Z. Pan,Seth R. Bank,Hamed Dalir,Volker J. Sorger

Massive parallelism Fourier-optic convolutional processor

2020

Mario Miscuglio
Zibo Hu
Shurui Li
Jiaqi Gu
Aydin Babakhani
Puneet Gupta
Chee Wei Wong
David Z. Pan
Seth R. Bank
Hamed Dalir
Volker J. Sorger

Here we report a massively-parallel Fourier-optics convolutional processor accelerated 160x over spatial-light-modulators using digital-mirror-display technology as input and kernel showing an MNIST and CIFAR-10 accuracy of 96% and 54%, respectively.

Keywords:

Parallel computing
Massively parallel
Fourier transform
Computer science

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