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Conferences > ECEOC > 2022 > We5 > We5.20
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper We5.20

High-speed analog photonic computing with tiled matrix multiplication and dynamic precision capabilities for DNNs

George Giamougiannis, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Christos Pappas, Manos Kirtas, Nikolaos Passalis, David Lazovsky, Anastasios Tefas, and Nikos Pleros

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Abstract

We demonstrate neuromorphic silicon photonic computing that supports fast input/weight update rates together with dynamic precision capabilities, validating experimentally the classification of the IRIS dataset within a two-layer NN with compute speeds up to 50 GHz.

© 2022 The Author(s)

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