Mihalis Psarakis

[Submitted on 2 Apr 2024] Title:Analyzing the Single Event Upset Vulnerability of Binarized Neural Networks on SRAM FPGAs View a PDF of the paper titled Analyzing the Single Event Upset Vulnerability of Binarized Neural Networks on SRAM FPGAs, by Ioanna Souvatzoglou and 4 other authors View PDF Abstract:Neural Networks (NNs) are increasingly used in the last decade in several demanding applications, such as object detection and classification, autonomous driving, etc.

[Submitted on 11 Dec 2023] Title:On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks Download a PDF of the paper titled On the Prediction of Hardware Security Properties of HLS Designs Using Graph Neural Networks, by Amalia Artemis Koufopoulou and 4 other authors Download PDF Abstract:High-level synthesis (HLS) tools have provided significant productivity enhancements to the design flow of digital systems in recent years, resulting in highly-optimized...