Ernesto Sanchez
Politecnico di Torino
H-index: 25
Europe-Italy
Top articles of Ernesto Sanchez
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Resiliency Approaches in Convolutional, Photonic, and Spiking Neural Networks | Alberto Bosio Mauricio Gomes Fabio Pavanello Antonio Porsia Annachiara Ruospo | 2024/4/9 | |
Early Detection of Permanent Faults in DNNs Through the Application of Tensor-Related Metrics | V Turco A Ruospo E Sanchez M Sonza Reorda | 2024/4/3 | |
Model theft attack against a tinyML application running on an Ultra-Low-Power Open-Source SoC | Antonio Porsia Annachiara Ruospo Ernesto Sanchez | 2024/4/17 | |
Resilience-Performance Tradeoff Analysis of a Deep Neural Network Accelerator | Salvatore Pappalardo Annachiara Ruospo Ian O’Connor Bastien Deveautour Ernesto Sanchez | 2023/5/3 | |
Evaluation and mitigation of faults affecting Swin Transformers | Gabriele Gavarini Annachiara Ruospo E Sanchez | 2023/7/3 | |
Special Session: Approximation and Fault Resiliency of DNN Accelerators | Mohammad Hasan Ahmadilivani Mario Barbareschi Salvatore Barone Alberto Bosio Masoud Daneshtalab | 2023/4/24 | |
PSP Framework: A novel risk assessment method in compliance with ISO/SAE-21434 | Franco Oberti Ernesto Sanchez Alessandro Savino Filippo Parisi Stefano Di Carlo | 2023/6/27 | |
Assessing convolutional neural networks reliability through statistical fault injections | Annachiara Ruospo Gabriele Gavarini Corrado De Sio J Guerrero Luca Sterpone | 2023/4/17 | |
Sci-fi: a smart, accurate and unintrusive fault-injector for deep neural networks | G Gavarini A Ruospo E Sanchez | 2023/5/22 | |
Investigating the effect of approximate multipliers on the resilience of a systolic array DNN accelerator | Salvatore Pappalardo Ali Piri Annachiara Ruospo Ian O’Connor Bastien Deveautour | 2023/10/3 | |
A Fast Reliability Analysis of Image Segmentation Neural Networks Exploiting Statistical Fault Injections | G Govarini Annachiara Ruospo E Sanchez | 2023/3/21 | |
Image Test Libraries for the on-line self-test of functional units in GPUs running CNNs | Annachiara Ruospo Gabriele Gavarini Antonio Porsia Matteo Sonza Reorda Ernesto Sanchez | 2023/5/9 | |
On the resilience of representative and novel data formats in CNNs | G Gavarini A Ruospo E Sanchez | 2023/10/3 | |
A Fault Injection Framework for AI Hardware Accelerators | Salvatore Pappalardo Annachiara Ruospo Ian O'Connor Bastien Deveautour Ernesto Sanchez | 2023/3/21 | |
Self-Test Libraries for RISC-V safety-critical applications: recent advances | M Sonza Reorda R Cantoro Josie E Rodriguez Condia A Ruospo E Sanchez | 2023/5/7 | |
Uncovering hidden vulnerabilities in CNNs through evolutionary-based Image Test Libraries | V Turco A Ruospo G Gavarini E Sanchez M Sonza Reorda | 2023/10/3 | |
A survey on deep learning resilience assessment methodologies | Computer | Annachiara Ruospo Ernesto Sanchez Lucas Matana Luza Luigi Dilillo Marcello Traiola | 2023/2/10 |
Design, Verification, Test, and In-Field Implications of Approximate Digital Integrated Circuits | Alberto Bosio Stefano Di Carlo Patrick Girard Annachiara Ruospo Ernesto Sanchez | 2022/1/3 | |
Test, reliability and functional safety trends for automotive system-on-chip | Francesco Angione Davide Appello J Aribido Jyotika Athavale Nicolò Bellarmino | 2022/5/23 | |
Open-set recognition: an inexpensive strategy to increase dnn reliability | Gabriele Gavarini Diego Stucchi Annachiara Ruospo Giacomo Boracchi Ernesto Sanchez | 2022/9/12 |
Co-Authors
