Abstract
We demonstrate an electro-optical hybrid massively-parallel Fourier Neural Network exploiting Digital Micromirror Devices performing amplitude-only filtering, achieving ~10,000 2-Megapixel convolutions per second, preserving the inference accuracy level similar to phase-based approaches.
© 2020 The Author(s)
PDF Article | Presentation VideoMore Like This
Mario Miscuglio, Zibo Hu, Shurui Li, Jonathan K. George, Roberto Capanna, Hamed Dalir, Philippe M. Bardet, Puneet Gupta, and Volker J. Sorger
AW3E.5 CLEO: Science and Innovations (CLEO:S&I) 2021
Mario Miscuglio, Zibo Hu, Shurui Li, Puneet Gupta, Hamed Dalir, and Volker J. Sorger
ITh5D.6 Imaging Systems and Applications (IS) 2021
Mario Miscuglio, Zibo Hu, Shurui Li, Puneet Gupta, Hamed Dalir, and Volker J. Sorger
SpM5C.2 Signal Processing in Photonic Communications (SPPCom) 2021