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cs.AR2025
Analysis of Single Event Induced Bit Faults in a Deep Neural Network Accelerator Pipeline
Naïn Jonckers, Toon Vinck, Peter Karsmakers +1
In recent years, the increased interest and the growth in application domains of Artificial Intelligence (AI), and more specifically Deep Neural Networks (DNNs), has led to an exte…
cs.AR2024
Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator
Naïn Jonckers, Toon Vinck, Gert Dekkers +2
Deep Neural Network (DNN) accelerators are extensively used to improve the computational efficiency of DNNs, but are prone to faults through Single-Event Upsets (SEUs). In this wor…