INS-DETJun 4, 2022
Evaluation of Xilinx Deep Learning Processing Unit under Neutron IrradiationD. Agiakatsikas, N. Foutris, A. Sari et al.
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 accuracy of the DPU running the resnet50 model on a Xilinx Ultrascale+ MPSoC.