| 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 | 209 | 2018 |
| 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 | 86 | 2017 |
| 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 | 50 | 2018 |
| 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 | 46 | 2019 |
| 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 | 43 | 2017 |
| 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 | 39 | 2020 |
| 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 | 35 | 2019 |
| 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 | 33 | 2021 |
| 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 | 30 | 2022 |
| 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 | 28 | 2021 |
| 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 | 27 | 2019 |
| 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 | 19 | 2021 |
| 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 | 19 | 2020 |
| 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 | 19 | 2019 |
| 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 | 18 | 2021 |
| 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 | 18 | 2016 |
| 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 | 13 | 2023 |
| Thermal neutrons: a possible threat for supercomputers and safety critical applications D Oliveira, S Blanchard, N Debardeleben, FF Dos Santos, GP Dávila, ... 2020 IEEE European Test Symposium (ETS), 1-6, 2020 | 13 | 2020 |
| 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 | 12* | 2022 |
Paolo RechTrento UniversityBestätigte E-Mail-Adresse bei unitn.it
