Design and Testing of Integrated Photonic Chip for Convolution Neural Network-Reference-Cited by-同舟云学术

Design and Testing of Integrated Photonic Chip for Convolution Neural Network

Published:2022 Issue: Volume: Page:
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Container-title:Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)
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Author:

Peserico Nicola,Yang Hangbo,Ma Xiaoxuan,Li Shurui,Hosseini Mostafa,George Jonathan K.,Gupta Puneet,Wong Chee Wei,Sorger Volker J.

Abstract

We present our implementation of a Convolution Neural Network employing an Integrated Photonic Chip (PIC) to perform the high-speed optical FFT, showing the Silicon Photonic design, the initial optical response, and packaging.

Publisher

Optica Publishing Group

Reference5 articles.

1. Machine learning: Trends, perspectives, and prospects

2. Photonics for artificial intelligence and neuromorphic computing

3. Massively parallel amplitude-only Fourier neural network

4. 4F optical neural network acceleration: an architecture perspective

5. Emerging devices and packaging strategies for electronic-photonic AI accelerators: opinion

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