Neural Network with Optical Frequency-Coded ReLU

Margareta Vania Stephanie (Speaker), Lam Pham, Alexander Schindler, Michael Waltl, Tibor Grasser, Bernhard Schrenk

Research output: Chapter in Book or Conference ProceedingsConference Proceedings with Oral Presentationpeer-review

Abstract

We demonstrate a photonic rectified linear unit (ReLU) function accomplished through frequency-coded neural signals. We show operation of an optical neuron with weighted sum and ReLU activation to perform with a 1% penalty in accuracy.
Original languageEnglish
Title of host publication2024 Optical Fiber Communications Conference and Exhibition (OFC)
Number of pages3
Publication statusPublished - 2024
EventOptical Fiber Communications Conference and Exhibition (OFC) 2024 - San Diego, San Diego, United States
Duration: 24 Mar 202428 Mar 2024

Conference

ConferenceOptical Fiber Communications Conference and Exhibition (OFC) 2024
Country/TerritoryUnited States
CitySan Diego
Period24/03/2428/03/24

Research Field

  • Enabling Digital Technologies
  • Multimodal Analytics

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