Geancarlo Abich

Applying Lightweight Soft Error Mitigation Techniques to Embedded Mixed Precision Deep Neural Networks

Geancarlo Abich, Jonas Gava, Rafael Garibotti et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2021 · 34 citations · Full text

Soft Error Reliability Assessment of Neural Networks on Resource-constrained IoT Devices

Geancarlo Abich, Jonas Gava, Ricardo Reis et al. · 2020 · 18 citations

Convolutional Neural Network, Engineering, Machine Learning +16

The Impact of Soft Errors in Memory Units of Edge Devices Executing Convolutional Neural Networks

Geancarlo Abich, Rafael Garibotti, Ricardo Reis et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2022 · 16 citations

Convolutional Neural Network, Engineering, Machine Learning +19

A Lightweight Mitigation Technique for Resource- Constrained Devices Executing DNN Inference Models Under Neutron Radiation

Jonas Gava, Alex Hanneman, Geancarlo Abich et al. · IEEE Transactions on Nuclear Science · 2023 · 16 citations · Full text

Hardware Security, Convolutional Neural Network, Neutron Radiation +15

Evaluation of the soft error assessment consistency of a JIT‐based virtual platform simulator

Geancarlo Abich, Rafael Garibotti, Vitor Bandeira et al. · IET Computers & Digital Techniques · 2021 · 15 citations · Full text