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Conferences > PSC > 2020 > PsTh1F > PsTh1F.3
  • OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper PsTh1F.3
  • •https://doi.org/10.1364/PSC.2020.PsTh1F.3

A Photonic Accelerator for Feature Map Generation in Convolutional Neural Networks

Lorenzo De Marinis, Federico Nesti, Marco Cococcioni, and Nicola Andriolli

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Abstract

We propose a photonic accelerator for convolutional neural networks carrying out linear, nonlinear, and pooling operations. It achieves an excellent accuracy in TensorFlow simulations and is more energy efficient than state-of-the-art electronics.

© 2020 The Author(s)

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