Nano-Micro Letters (Nov 2024)

RGB Color-Discriminable Photonic Synapse for Neuromorphic Vision System

  • Bum Ho Jeong,
  • Jaewon Lee,
  • Miju Ku,
  • Jongmin Lee,
  • Dohyung Kim,
  • Seokhyun Ham,
  • Kyu-Tae Lee,
  • Young-Beom Kim,
  • Hui Joon Park

DOI
https://doi.org/10.1007/s40820-024-01579-y
Journal volume & issue
Vol. 17, no. 1
pp. 1 – 24

Abstract

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Highlights Photonic synapse capable of multispectral color discrimination is demonstrated. Strong excited-state dipoles enable remarkable discrimination intensity (0.05–40 mW cm-2). This approach is not restricted to a specific medium in the channel layer, and convolutional neural network with synapses array achieves over 94% inference accuracy for Canadian-Institute-For-Advanced-Research-10 images.

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