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, Lara Arche Andradas, Sven Argo, Tim Güneysu, Mottaqiallah Taouil, Henk Corporaal, Said Hamdioui

Onderzoeksoutput: Bijdrage aan congresPaperAcademic

Samenvatting

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.
Originele taal-2Engels
Pagina's1-6
DOI's
StatusGepubliceerd - 12 jul. 2023
EvenementIEEE European Test Symposium (ETS) -
Duur: 22 mei 202326 mei 2023

Congres

CongresIEEE European Test Symposium (ETS)
Periode22/05/2326/05/23

Financiering

This work is funded by EU’s Horizon Europe research and innovation programme under grant agreement No. 101070374.

FinanciersFinanciernummer
European Union’s Horizon Europe research and innovation programme101070374

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