Print Email Facebook Twitter Dependability of Future Edge-AI Processors Title Dependability of Future Edge-AI Processors: Pandora’s Box Author Gomony, Manil Dev (Eindhoven University of Technology) Gebregiorgis, A.B. (TU Delft Computer Engineering) Fieback, M. (TU Delft Computer Engineering) Geilen, Marc (Eindhoven University of Technology) Stuijk, Sander (Eindhoven University of Technology) Richter-Brockmann, Jan (Ruhr-Universität Bochum) Bishnoi, R.K. (TU Delft Computer Engineering) Taouil, M. (TU Delft Computer Engineering) Hamdioui, S. (TU Delft Quantum & Computer Engineering) Department Quantum & Computer Engineering Date 2023 Abstract 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. Subject ULPdynamic DLedge-AISoCmemristorapproximate computingDSEcompiler stack To reference this document use: http://resolver.tudelft.nl/uuid:d1579060-d880-43fb-bd7d-f78f42d28cec DOI https://doi.org/10.1109/ETS56758.2023.10174180 Publisher IEEE Embargo date 2024-01-12 ISBN 979-8-3503-3635-1 Source Proceedings of the 2023 IEEE European Test Symposium (ETS) Event 2023 IEEE European Test Symposium (ETS), 2023-05-22 → 2023-05-26, Venezia, Italy Series Proceedings of the European Test Workshop, 1530-1877, 2023-May Bibliographical note Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Part of collection Institutional Repository Document type conference paper Rights © 2023 Manil Dev Gomony, A.B. Gebregiorgis, M. Fieback, Marc Geilen, Sander Stuijk, Jan Richter-Brockmann, R.K. Bishnoi, M. Taouil, S. Hamdioui, More Authors Files PDF Dependability_of_Future_E ... as_Box.pdf 1.49 MB Close viewer /islandora/object/uuid:d1579060-d880-43fb-bd7d-f78f42d28cec/datastream/OBJ/view