1 citations · 1 across the 3 of their papers we have counts for
3 papers
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…
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…
Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
D. Agiakatsikas, N. Foutris, A. Sari +6
This paper studies the dependability of the Xilinx Deep-Learning Processing Unit (DPU) under neutron irradiation. It analyses the impact of Single Event Effects (SEEs) on the accur…