Marcello Traiola

Investigating data representation for efficient and reliable Convolutional Neural Networks

Annachiara Ruospo, Ernesto Sánchez, Marcello Traiola et al. · Microprocessors and Microsystems · 2021 · 51 citations · Full text

A Survey on Deep Learning Resilience Assessment Methodologies

Annachiara Ruospo, Ernesto Sánchez, Lucas Matana Luza et al. · Computer · 2023 · 43 citations · Full text

Reliability, Ai Reliability, Reliability Engineering +14

Multi-Objective Application-Driven Approximate Design Method

Salvatore Barone, Marcello Traiola, Mario Barbareschi et al. · IEEE Access · 2021 · 36 citations · Full text

Numerical Analysis, Engineering, Machine Learning +19

Test and Reliability in Approximate Computing

Lorena Anghel, Mounir Benabdenbi, Alberto Bosio et al. · Journal of Electronic Testing · 2018 · 27 citations

Reliability Engineering, Engineering, Approximate Computing +6

A Survey of Testing Techniques for Approximate Integrated Circuits

Marcello Traiola, A. Virazel, Patrick Girard et al. · Proceedings of the IEEE · 2020 · 23 citations · Full text

Approximate Integrated Circuits, Engineering, Verification +19