Concepedia

Jonas Gava

JG

6

Publications

113

Citations

6

H-Index

2020

Active since

Affiliations

Universidade Federal do Rio Grande do Sul(Current)

Loughborough University

Pontifícia Universidade Católica do Rio Grande do Sul

Centre National de la Recherche Scientifique

Institut polytechnique de Grenoble

Jonas Gava is an author at Universidade Federal do Rio Grande do Sul specializing in computer engineering, computer architecture, and deep learning.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningSystems EngineeringComputer EngineeringComputer ArchitectureEmbedded SystemsHardware SystemsHardware Security

Publications per year

2020–2023

6

Publications

6

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

SOFIA: An automated framework for early soft error assessment, identification, and mitigation

Jonas Gava, Vitor Bandeira, Felipe Rosa et al. · Journal of Systems Architecture · 2022 · 17 citations · Full text

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

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