Fernando Fernandes dos Santos

Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs

Fernando Fernandes dos Santos, Pedro Foletto Pimenta, Caio Lunardi et al. · IEEE Transactions on Reliability · 2018 · 209 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Evaluation and Mitigation of Soft-Errors in Neural Network-Based Object Detection in Three GPU Architectures

Fernando Fernandes dos Santos, Lucas Klein Draghetti, Lucas Weigel et al. · 2017 · 69 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Reliability Evaluation of Mixed-Precision Architectures

Fernando Fernandes dos Santos, Caio Lunardi, Daniel Oliveira et al. · 2019 · 46 citations

Float Point Operations, Engineering, Gpu Benchmarking +22

Code-Dependent and Architecture-Dependent Reliability Behaviors

Vinicius Fratin, Daniel Oliveira, Caio Lunardi et al. · 2018 · 43 citations · Full text

Software Reliability Testing, Engineering, Computer Architecture +24

Radiation-Induced Error Criticality in Modern HPC Parallel Accelerators

Daniel Oliveira, Laércio Lima Pilla, Mauricio Hanzich et al. · 2017 · 39 citations · Full text

Engineering, Gpu Benchmarking, Hardware Algorithm +19