Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
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

Not Accessible

Your library or personal account may give you access

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)

PDF Article
More Like This
Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates

Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Angelina Totovic, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Miltiadis Moralis-Pegios, and Nikos Pleros
STh5G.1 CLEO: Science and Innovations (CLEO:S&I) 2022

DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update

Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina R. Totovic, George Dabos, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Dimitrios Kalavrouziotis, Dimitris Syrivelis, P. Bakopoulos, E. Mentovich, and Nikos Pleros
W3G.1 Optical Fiber Communication Conference (OFC) 2023

On-chip Training Silicon Photonic Circuits to Perform Digital and Analog Computing

Guangwei Cong, Noritsugu Yamamoto, Yuriko Maegami, Morifumi Ohno, Shota Kita, Shu Namiki, and Koji Yamada
SS2B.1 CLEO: Science and Innovations (CLEO:S&I) 2022

View More...
Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use