| 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 | 233 | 2018 |
| Understanding GPU errors on large-scale HPC systems and the implications for system design and operation D Tiwari, S Gupta, J Rogers, D Maxwell, P Rech, S Vazhkudai, D Oliveira, ... 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 229 | 2015 |
| Selective hardening for neural networks in FPGAs F Libano, B Wilson, J Anderson, MJ Wirthlin, C Cazzaniga, C Frost, ... IEEE Transactions on Nuclear Science 66 (1), 216-222, 2018 | 168 | 2018 |
| Using benchmarks for radiation testing of microprocessors and FPGAs H Quinn, WH Robinson, P Rech, M Aguirre, A Barnard, M Desogus, ... IEEE transactions on nuclear science 62 (6), 2547-2554, 2015 | 133 | 2015 |
| Soft errors in DNN accelerators: A comprehensive review Y Ibrahim, H Wang, J Liu, J Wei, L Chen, P Rech, K Adam, G Guo Microelectronics Reliability 115, 113969, 2020 | 116 | 2020 |
| Evaluation and mitigation of radiation-induced soft errors in graphics processing units DAGG de Oliveira, LL Pilla, T Santini, P Rech IEEE Transactions on Computers 65 (3), 791-804, 2015 | 115 | 2015 |
| Impact of GPUs parallelism management on safety-critical and HPC applications reliability P Rech, LL Pilla, POA Navaux, L Carro 2014 44th Annual IEEE/IFIP International Conference on Dependable Systems …, 2014 | 115 | 2014 |
| A new hardware/software platform and a new 1/E neutron source for soft error studies: Testing FPGAs at the ISIS facility M Violante, L Sterpone, A Manuzzato, S Gerardin, P Rech, M Bagatin, ... IEEE Transactions on Nuclear Science 54 (4), 1184-1189, 2007 | 111 | 2007 |
| 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 | 94 | 2017 |
| GPGPUs: How to Combine High Computational Power with High Reliability LB Gomez, F Cappello, L Carro, N DeBardeleben, B Fang, S Gurumurthi, ... hgpu. org, 2014 | 91 | 2014 |
| An efficient and experimentally tuned software-based hardening strategy for matrix multiplication on GPUs P Rech, C Aguiar, C Frost, L Carro IEEE Transactions on Nuclear Science 60 (4), 2797-2804, 2013 | 86 | 2013 |
| Understanding the impact of quantization, accuracy, and radiation on the reliability of convolutional neural networks on FPGAs F Libano, B Wilson, M Wirthlin, P Rech, J Brunhaver IEEE Transactions on Nuclear Science 67 (7), 1478-1484, 2020 | 82 | 2020 |
| Demystifying soft error assessment strategies on arm cpus: Microarchitectural fault injection vs. neutron beam experiments A Chatzidimitriou, P Bodmann, G Papadimitriou, D Gizopoulos, P Rech 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 82 | 2019 |
| Artificial neural networks for space and safety-critical applications: Reliability issues and potential solutions P Rech IEEE Transactions on Nuclear Science 71 (4), 377-404, 2024 | 72 | 2024 |
| FPGAs and parallel architectures for aerospace applications F Kastensmidt, P Rech Soft Errors and Fault-Tolerant Design, 2016 | 68 | 2016 |
| Experimental and analytical study of xeon phi reliability D Oliveira, L Pilla, N DeBardeleben, S Blanchard, H Quinn, I Koren, ... Proceedings of the International Conference for High Performance Computing …, 2017 | 64 | 2017 |
| Soft error effects on arm microprocessors: Early estimations versus chip measurements PR Bodmann, G Papadimitriou, RLR Junior, D Gizopoulos, P Rech IEEE Transactions on Computers 71 (10), 2358-2369, 2021 | 61 | 2021 |
| Neutron-induced failure in silicon IGBTs, silicon super-junction and SiC MOSFETs A Griffoni, J van Duivenbode, D Linten, E Simoen, P Rech, L Dilillo, ... IEEE Transactions on Nuclear Science 59 (4), 866-871, 2012 | 58 | 2012 |
| How reduced data precision and degree of parallelism impact the reliability of convolutional neural networks on FPGAs F Libano, P Rech, B Neuman, J Leavitt, M Wirthlin, J Brunhaver IEEE Transactions on Nuclear Science 68 (5), 865-872, 2021 | 54 | 2021 |
| 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 | 53 | 2019 |
Luigi CarroFull Professor, Instituto de InformaticaVerified email at inf.ufrgs.br
