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Fernando Fernandes dos Santos
Fernando Fernandes dos Santos
Researcher at INRIA
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
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
1812018
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
742017
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
412018
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
402019
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
392017
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
292019
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
262020
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
232021
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
222019
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
212021
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
182020
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
172022
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
172016
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead
N Cavagnero, F Dos Santos, M Ciccone, G Averta, T Tommasi, P Rech
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
16*2022
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
152021
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
152019
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
142021
Selective fault tolerance for register files of graphics processing units
M Goncalves, F Fernandes, I Lamb, P Rech, JR Azambuja
IEEE Transactions on Nuclear Science 66 (7), 1449-1456, 2019
112019
Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors
JL Bez, EE Bernart, FF dos Santos, LM Schnorr, POA Navaux
Concurrency and Computation: Practice and Experience 29 (22), e4014, 2017
102017
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
92022
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