1 citations · 2 across the 3 of their papers we have counts for
3 papers
Transient Fault Tolerant Semantic Segmentation for Autonomous Driving
Leonardo Iurada, Niccolò Cavagnero, Fernando Fernandes Dos Santos +3
Deep learning models are crucial for autonomous vehicle perception, but their reliability is challenged by algorithmic limitations and hardware faults. We address the latter by exa…
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units
Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Fernando F. dos Santos +2
Graphics Processing Units (GPUs) are over-stressed to accelerate High-Performance Computing applications and are used to accelerate Deep Neural Networks in several domains where th…
Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs
Fernando Fernandes dos Santos, Sujit Malde, Carlo Cazzaniga +3
We investigate the sources of Detected Unrecoverable Errors (DUEs) in GPUs exposed to neutron beams. Illegal memory accesses and interface errors are among the more likely sources…