FF
Fernando Fernandes dos Santos
97%
Libre accès
31
Documents
Publications
Publications
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Assessing the Limitations of Activation Clipping for Fault Mitigation in Vision and Language Transformers27th IEEE Latin American Test Symposium 2026, IEEE, Mar 2026, Florianópolis, SC, Brazil
Communication dans un congrès
hal-05401178
v1
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European Test Symposium Teams : an Anniversary SnapshotETS 2025 - 30th IEEE European Test Symposium, May 2025, Tallinn, Estonia. pp.1-48, ⟨10.1109/ETS63895.2025.11049652⟩
Communication dans un congrès
hal-05173907
v1
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Strategic Input Selection For Deep Neural Networks Reliability EvaluationNSREC 2025 - IEEE Nuclear & Space Radiation Effects Conference, IEEE, Jul 2025, Nashville (Tennessee), United States. pp.1-5
Communication dans un congrès
hal-05006303
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Transient Fault Tolerant Semantic Segmentation for Autonomous DrivingUNCV 2024 - 3rd Workshop on Uncertainty Quantification for Computer Vision, Sep 2024, Milano, Italy. pp.1-6
Communication dans un congrès
hal-04684784
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Combining Fault Simulation and Beam Data for CNN Error Rate Estimation on RISC-V Commercial PlatformsIOLTS 2024 - 30th IEEE International Symposium on On-Line Testing and Robust System Design, INRIA/IRISA Rennes, Jul 2024, Rennes, France. pp.1-8
Communication dans un congrès
hal-04638468
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Reliability Assessment of Large DNN Models: Trading Off Performance and AccuracyVLSI-SoC 2024 - IFIP/IEEE International Conference on Very Large Scale Integration, Delft University of Technology and University of Abdelmalek Saadi University, Oct 2024, Tanger, Morocco. pp.1-10, ⟨10.5286/ISIS.E.RB2300036)⟩
Communication dans un congrès
hal-04736733
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Reliability and Security of AI HardwareETS 2024 - 29th IEEE European Test Symposium, May 2024, The Hague, Netherlands. pp.1-10
Communication dans un congrès
hal-04577494
v1
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Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers ModelsDesign Automation Conference (DAC), Jun 2024, San Francisco, United States
Communication dans un congrès
hal-04456702
v1
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Special Session: Reliability Assessment Recipes for DNN AcceleratorsVTS 2024 - IEEE VLSI Test Symposium, Apr 2024, Tempe AZ USA, United States. pp.131788 - 131828, ⟨10.1109/access.2022.3229767⟩
Communication dans un congrès
hal-04572731
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MaxiMals: A Low-cost Hardening Technique for Large Vision TransformersRADECS 2024 - Conference is an annual on RADiation Effects on Components and Systems, RADECS Association, Sep 2024, Maspalomas, Canary Islands, Spain. pp.1-5
Communication dans un congrès
hal-04736704
v1
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Reliability evaluation of Convolutional Neural Network's basic operations on a RISC-V processorNSREC 2023 - IEEE Nuclear & Space Radiation Effects Conference, IEEE Nuclear and Plasma Sciences Society (NPSS), Jul 2023, Kansas City, MO, United States. pp.1-6
Communication dans un congrès
hal-04047058
v1
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Impact of High-Level-Synthesis on Reliability of Neural Network Hardware AcceleratorsNSREC 2023 - IEEE Nuclear & Space Radiation Effects Conference, Jul 2023, Kansas City (US), United States. pp.1-5
Communication dans un congrès
hal-04113282
v2
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Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault SimulationITC 2023 - IEEE International Test Conference, Oct 2023, Anaheim, United States. pp.176-185, ⟨10.1109/ITC51656.2023.00034⟩
Communication dans un congrès
hal-04398063
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Neutron-Induced Error Rate of Vision Transformer Models on GPUsRADECS - RADiation and its Effects on Components and Systems Conference, Sep 2023, Toulouse, France
Communication dans un congrès
hal-04124814
v1
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Performance-Reliability Trade-Off in Graphics Processing UnitsRADiation Effects on Components and Systems (RADECS), Oct 2022, Venice, Italy
Communication dans un congrès
hal-03680872
v1
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Experimental evaluation of neutron-induced errors on a multicore RISC-V platformIOLTS 2022 - 28th IEEE International Symposium on OnLine Testing and Robust System Design, Sep 2022, Torino, Italy. pp.1-7
Communication dans un congrès
hal-03697265
v1
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Characterizing Deep Neural Networks Neutrons-Induced Error ModelNSREC 2022 - IEEE Nuclear & Space Radiation Effects Conference, Jul 2022, Provo, United States. pp.1-5
Communication dans un congrès
hal-03652138
v1
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Evaluating the Impact of Mixed-Precision on Fault Propagation for Deep Neural Networks on GPUsISVLSI 2022 - IEEE Computer Society Annual Symposium on VLSI, Jul 2022, Nicosia, Italy. pp.327-327, ⟨10.1109/ISVLSI54635.2022.00071⟩
Communication dans un congrès
hal-03903347
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Special session: How approximate computing impacts verification, test and reliability36th VLSI Test Symposium (VTS), Apr 2018, San Francisco, CA, United States. ⟨10.1109/VTS.2018.8368628⟩
Communication dans un congrès
lirmm-02421106
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Strategic Input Selection for Deep Neural Networks Reliability EvaluationNSREC 2025 - IEEE Nuclear & Space Radiation Effects Conference, Jul 2025, Nashville (Tennessee), United States. 2025
Poster de conférence
hal-05273538
v1
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Experimental evaluation of neutron-induced errors on a RISC-V processorRISC-V Week 2022, May 2022, Paris, France
Poster de conférence
hal-03903370
v1
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Increasing the Lifetime of HPC Machines: Issues, Implications, and Open Challenges2025
Pré-publication, Document de travail
hal-05312072
v1
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Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead2022
Pré-publication, Document de travail
hal-03684224
v1
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