FS
Fernando Dos Santos
cs.ARcs.AIcs.CVcs.DCcs.LGcs.NE
On Valency
published · living versionsW_c28tad43·v1 · currentpublished
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead
with Niccolò Cavagnero, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi +1
1 version
Preprints & journals
7 papers in the corpus · 2021–2026ENFOR-SA: End-to-end Cross-layer Transient Fault Injector for Efficient and Accurate DNN Reliability Assessment on Systolic Arrays2602.00909v1 · Rafael Billig Tonetto, Marcello Traiola, Fernando Fernandes dos Santos et al.2026 · 2 citationsIEEE VLSI Test Symposium (VTS) 2026
Transient Fault Tolerant Semantic Segmentation for Autonomous Driving2408.16952v1 · Leonardo Iurada, Niccolo Cavagnero, Fernando Fernandes Dos Santos et al.2024 · 2 citationsarXiv
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units2306.10856v2 · Juan-David Guerrero-Balaguera (DAUIN), Josie E. Rodriguez Condia (DAUIN), Fernando F. dos Santos (TARAN) et al.2023 · 1 citationACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis, ACM; IEEE, Nov 2023, Denver, United States
Characterizing a Neutron-Induced Fault Model for Deep Neural Networks2211.13094v1 · Fernando Fernandes dos Santos (TARAN), Angeliki Kritikakou (TARAN), Josie Esteban Rodriguez Condia (Polito) et al.2022 · 3 citationsarXiv
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform2206.08639v1 · Fernando Fernandes dos Santos (TARAN), Angeliki Kritikakou (TARAN), Olivier Sentieys (TARAN)2022 · 8 citationsarXiv
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead2205.14420v1 · Niccolo Cavagnero, Fernando Dos Santos, Marco Ciccone et al.2022 · 36 citationsarXivon Valency
Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs2108.00554v1 · Fernando Fernandes dos Santos, Sujit Malde, Carlo Cazzaniga et al.2021 · 12 citationsNuclear & Space Radiation Effects Conference 2021
Career total: 88 works. 7 are in this corpus.
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