2 papers
cs.AR2024
Analyzing the Single Event Upset Vulnerability of Binarized Neural Networks on SRAM FPGAs
Ioanna Souvatzoglou, Athanasios Papadimitriou, Aitzan Sari +2
Neural Networks (NNs) are increasingly used in the last decade in several demanding applications, such as object detection and classification, autonomous driving, etc. Among differ…
cs.DC2023
Single Event Effects Assessment of UltraScale+ MPSoC Systems under Atmospheric Radiation
Dimitris Agiakatsikas, Nikos Foutris, Aitzan Sari +9
The AMD UltraScale+ XCZU9EG device is a Multi-Processor System-on-Chip (MPSoC) with embedded Programmable Logic (PL) that excels in many Edge (e.g., automotive or avionics) and Clo…