IEEE European Test Symposium (ETS), 2023

Dependability of Future Edge-AI Processors: Pandora's Box.

  • Manil Dev Gomony
  • Anteneh Gebregiorgis
  • Moritz Fieback
  • Marc Geilen
  • Sander Stuijk
  • Jan Richter-Brockmann
  • Rajendra Bishnoi
  • Sven Argo
  • Lara Arche Andradas
  • Tim Güneysu
  • Mottaqiallah Taouil
  • Henk Corporaal
  • Said Hamdioui

Link to full Paper

This paper addresses one of the directions of the HORIZON EU CONVOLVE project being dependability of smart edge processors based on computation-in-memory and emerging memristor devices such as RRAM. It discusses how how this alternative computing paradigm will change the way we used to do manufacturing test. In addition, it describes how these emerging devices inherently suffering from many non-idealities are calling for new solutions in order to ensure accurate and reliable edge computing. Moreover, the paper also covers the security aspects for future edge processors and shows the challenges and the future directions.

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