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Fernando Fernandes dos Santos
Fernando Fernandes dos Santos
Researcher at INRIA
Dirección de correo verificada de inria.fr - Página principal
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Analyzing and increasing the reliability of convolutional neural networks on GPUs
FF dos Santos, PF Pimenta, C Lunardi, L Draghetti, L Carro, D Kaeli, ...
IEEE Transactions on Reliability 68 (2), 663-677, 2018
2142018
Evaluation and mitigation of soft-errors in neural network-based object detection in three GPU architectures
FF dos Santos, L Draghetti, L Weigel, L Carro, P Navaux, P Rech
2017 47th Annual IEEE/IFIP International Conference on Dependable Systems …, 2017
852017
Code-dependent and architecture-dependent reliability behaviors
V Fratin, D Oliveira, C Lunardi, F Santos, G Rodrigues, P Rech
2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018
492018
Reliability evaluation of mixed-precision architectures
FF dos Santos, C Lunardi, D Oliveira, F Libano, P Rech
2019 IEEE International Symposium on High Performance Computer Architecture …, 2019
472019
Radiation-induced error criticality in modern HPC parallel accelerators
DAG De Oliveira, LL Pilla, M Hanzich, V Fratin, F Fernandes, C Lunardi, ...
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
422017
Impact of tensor cores and mixed precision on the reliability of matrix multiplication in GPUs
PM Basso, FF dos Santos, P Rech
IEEE Transactions on Nuclear Science 67 (7), 1560-1565, 2020
382020
Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training
FF dos Santos, N Cavagnero, M Ciccone, G Averta, A Kritikakou, ...
IEEE Transactions on Emerging Topics in Computing, 2025
37*2025
Impact of reduced precision in the reliability of deep neural networks for object detection
FF dos Santos, P Navaux, L Carro, P Rech
2019 IEEE European Test Symposium (ETS), 1-6, 2019
352019
Revealing gpus vulnerabilities by combining register-transfer and software-level fault injection
FF dos Santos, JER Condia, L Carro, MS Reorda, P Rech
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021
312021
A multi-level approach to evaluate the impact of gpu permanent faults on cnn's reliability
JER Condia, JD Guerrero-Balaguera, FF Dos Santos, MS Reorda, P Rech
2022 IEEE International Test Conference (ITC), 278-287, 2022
302022
Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs
F Fernandes dos Santos, L Carro, P Rech
IET Computers & Digital Techniques 13 (3), 178-186, 2019
272019
Combining architectural simulation and software fault injection for a fast and accurate CNNs reliability evaluation on GPUs
JER Condia, FF dos Santos, MS Reorda, P Rech
2021 IEEE 39th VLSI Test Symposium (VTS), 1-7, 2021
262021
Demystifying GPU reliability: Comparing and combining beam experiments, fault simulation, and profiling
FF dos Santos, SKS Hari, PM Basso, L Carro, P Rech
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
202021
High-energy versus thermal neutron contribution to processor and memory error rates
D Oliveira, FF dos Santos, GP Dávila, C Cazzaniga, C Frost, ...
IEEE Transactions on Nuclear Science 67 (6), 1161-1168, 2020
202020
Detecting errors in convolutional neural networks using inter frame spatio-temporal correlation
LK Draghetti, FF dos Santos, L Carro, P Rech
2019 IEEE 25th International Symposium on On-Line Testing and Robust System …, 2019
202019
Evaluation of histogram of oriented gradients soft errors criticality for automotive applications
F Fernandes, L Weigel, C Jung, P Navaux, L Carro, P Rech
ACM Transactions on Architecture and Code Optimization (TACO) 13 (4), 1-25, 2016
182016
Reduced precision dwc: An efficient hardening strategy for mixed-precision architectures
FF dos Santos, M Brandalero, MB Sullivan, PM Basso, M Hübner, L Carro, ...
IEEE Transactions on Computers 71 (3), 573-586, 2021
172021
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units
JD Guerrero Balaguera, JE Rodriguez Condia, F Fernandes Dos Santos, ...
Proceedings of the International Conference for High Performance Computing …, 2023
142023
Characterizing a neutron-induced fault model for deep neural networks
FF Dos Santos, A Kritikakou, JER Condia, JD Guerrero-Balaguera, ...
IEEE Transactions on Nuclear Science 70 (4), 370-380, 2022
13*2022
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform
FF Dos Santos, A Kritikakou, O Sentieys
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
122022
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