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Conferences > PSC > 2020 > PsTh1F > PsTh1F.2
  • OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper PsTh1F.2
  • •https://doi.org/10.1364/PSC.2020.PsTh1F.2

Convolutional Neural Networks With Integrated Optics

Jun Rong Ong, Chin Chun Ooi, Thomas Y. L. Ang, Flynn Loh, Yu Xiang Peh, Soon Thor Lim, and Ching Eng Png

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Abstract

We present an architecture to realize a convolutional neural network with integrated optics by using the Fourier transform property of star couplers. We show, in computer simulation, high accuracy image classification using the MNIST dataset.

© 2020 The Author(s)

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