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Translucent Photonic Frequency-Domain Neuron with Unamplified Concatenation of Neural Sub-Circuits

  • TU Wien

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

Abstract

We demonstrate frequency-domain neural signal processing for linear weighted summation and non-linear ReLU activation, using a flexible interconnect to synthesize both sub-circuits. We show that neural network sub-circuits can drive each other without amplification and confirm a low <1.5% penalty in accuracy for concatenated operation.
Original languageEnglish
Title of host publicationProceedings 2024 European Conference on Optical Communications 2024
Place of PublicationFrankfurt, Germany
Pages790-793
Number of pages4
Publication statusPublished - 2024
Event2024 European Conference on Optical Communications (ECOC): 50th European Conference on Optical Communication - Frankfurt, Frankfurt, Germany
Duration: 22 Sept 202426 Sept 2024

Conference

Conference2024 European Conference on Optical Communications (ECOC)
Abbreviated titleECOC 2024
Country/TerritoryGermany
CityFrankfurt
Period22/09/2426/09/24

Research Field

  • Former Research Field - Enabling Digital Technologies
  • Multimodal Analytics

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