Suivre
Jonas Fogliarini Gava
Jonas Fogliarini Gava
PhD student, UFRGS
Adresse e-mail validée de inf.ufrgs.br
Titre
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Année
Applying lightweight soft error mitigation techniques to embedded mixed precision deep neural networks
G Abich, J Gava, R Garibotti, R Reis, L Ost
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (11), 4772-4782, 2021
272021
Soft error reliability assessment of neural networks on resource-constrained IoT devices
G Abich, J Gava, R Reis, L Ost
2020 27th IEEE International Conference on Electronics, Circuits and Systems …, 2020
162020
Evaluation of the soft error assessment consistency of a JIT‐based virtual platform simulator
G Abich, R Garibotti, V Bandeira, F da Rosa, J Gava, F Bortolon, ...
IET Computers & Digital Techniques 15 (2), 125-142, 2021
142021
SOFIA: An automated framework for early soft error assessment, identification, and mitigation
J Gava, V Bandeira, F Rosa, R Garibotti, R Reis, L Ost
Journal of Systems Architecture 131, 102710, 2022
102022
Assessment of Tiny Machine-Learning Computing Systems Under Neutron-Induced Radiation Effects
RP Bastos, MG Trindade, R Garibotti, J Gava, R Reis, L Ost
IEEE Transactions on Nuclear Science 69 (7), 1683-1690, 2022
82022
Impact of Thread Parallelism on the Soft Error Reliability of Convolution Neural Networks
G Abich, R Garibotti, J Gava, R Reis, L Ost
2022 IEEE 13th Latin America Symposium on Circuits and System (LASCAS), 1-4, 2022
72022
Evaluation of compilers effects on OpenMP soft error resiliency
J Gava, V Bandeira, R Reis, L Ost
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 259-264, 2019
72019
A Lightweight Mitigation Technique for Resource-constrained Devices Executing DNN Inference Models under Neutron Radiation
J Gava, A Hanneman, G Abich, R Garibotti, S Cuenca-Asensi, RP Bastos, ...
IEEE Transactions on Nuclear Science, 2023
62023
RAT: A lightweight system-level soft error mitigation technique
J Gava, R Reis, L Ost
2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration …, 2020
52020
RAT: A Lightweight Architecture Independent System-Level Soft Error Mitigation Technique
J Gava, R Reis, L Ost
VLSI-SoC: Design Trends: 28th IFIP WG 10.5/IEEE International Conference on …, 2021
42021
Soft Error Reliability Assessment of Lightweight Cryptographic Algorithms for IoT Edge Devices
V Da Rocha, N Moura, J Gava, V Bandeira, L Ost, R Reis, R Garibotti
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 457-460, 2022
32022
Soft Error Assessment of CNN Inference Models Running on a RISC-V Processor
J Gava, G Dorneles, R Reis, R Garibotti, L Ost
2022 29th IEEE International Conference on Electronics, Circuits and Systems …, 2022
22022
A Lightweight Mitigation Technique for Resource-constrained Devices under Neutron Radiation
J Gava, G Abich, R Garibotti, S Cuenca-Asensi, RP Bastos, R Reis, L Ost
Conference on Radiation Effects on Components and Systems (RADECS 2022), 2022
22022
Assessment of Radiation-Induced Soft Errors on Lightweight Cryptography Algorithms Running on a Resource-constrained Device
J Gava, N Moura, J Lucena, V Rocha, R Garibotti, N Calazans, ...
IEEE Transactions on Nuclear Science, 2023
12023
Assessment of Radiation-Induced Soft Error on Lightweight Cryptography Algorithms
J Gava, N Moura, V da Rocha, R Garibotti, S Cuenca-Asensi, RP Bastos, ...
Conference on Radiation Effects on Components and Systems (RADECS 2022), 2022
12022
Assessment of radiation-induced soft error on unmanned surface vehicles
M Fleck, E Pereira, J Gava, H Silva, F Moraes, N Calazans, F Meneguzzi, ...
Loughborough University, 2024
2024
Multicore soft error reliability assessment and evaluation of Compiler optimization flag Effects on ARMv7 and ARMv8
U Jadhav, P Malathi, L Ost, R Garibotti, J Gava
2023 IEEE 20th India Council International Conference (INDICON), 555-560, 2023
2023
Impact of Radiation-Induced Soft Error on Object Detection Algorithm of Unmanned Surface Vehicles
MAJ Fleck, E Pereira, J Gava, FG Moraes, N Calazans, F Meneguzzi, ...
Conference on Radiation Effects on Components and Systems (RADECS 2023), 2023
2023
Soft Error Assessment of Attitude Estimation Algorithms Running in a Resource-constrained Device under Neutron Radiation
J Gava, TKS Sartori, A Hanneman, R Garibotti, N Calazans, H Fourati, ...
RADECS 2023-International Conference on Radiation and its Effects on …, 2023
2023
Power and Performance Costs of Radiation-Hardened ML Inference Models Running on Edge Devices
G Abich, AI Silva, J Gava, AA Susin, R Reis, L Ost
2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems …, 2023
2023
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