J
J. Guerrero
Publications - 2
Citations - 11
J. Guerrero is an academic researcher. The author has contributed to research in topics: Computer science. The author has an hindex of 2, co-authored 2 publications receiving 11 citations.
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Proceedings ArticleDOI
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip
Francesco Angione,D. Appello,J. Aribido,Jyotika Athavale,N. Bellarmino,Paolo Bernardi,Riccardo Cantoro,Corrado De Sio,T. Foscale,G. Gavarini,J. Guerrero,Martin Huch,G. Iaria,T. Kilian,Rafael Grau Mariani,Ralph Martone,Annachiara Ruospo,Erwing R. Sanchez,Ulf Schlichtmann,Giovanni Squillero,Matteo Sonza Reorda,Luca Sterpone,V. Tancorre,R. Ugioli +23 more
TL;DR: In this article , three contributions by industry professionals and university researchers describe different trends in automotive products, including both manufacturing test and run-time reliability strategies, from optimizing the final test before shipment to market to in-field reliability during operative life.
Proceedings ArticleDOI
Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections
Annachiara Ruospo,G. Gavarini,Corrado De Sio,J. Guerrero,Luca Sterpone,Matteo Sonza Reorda,Ernesto Sanchez,J. Aribido,Jyotika Athavale +8 more
TL;DR: In this article , the authors describe how to correctly specify statistical FIs for Convolutional Neural Networks, and propose a data analysis on the CNN parameters that drastically reduces the number of FIs needed to achieve statistically significant results without compromising the validity of the proposed method.