Annachiara Ruospo

A Reliability Analysis of a Deep Neural Network

Alberto Bosio, Paolo Bernardi, Annachiara Ruospo et al. · 2019 · 101 citations

Computing, Automotive Engineering, Computer Science +17

Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections

Annachiara Ruospo, G. Gavarini, Chiara de Sio et al. · 2023 · 63 citations

Computing, Computer Science, Fault Tolerance +16

Investigating data representation for efficient and reliable Convolutional Neural Networks

Annachiara Ruospo, Ernesto Sánchez, Marcello Traiola et al. · Microprocessors and Microsystems · 2021 · 54 citations · Full text

Computing, Computer Science, Feature Engineering +13

A Survey on Deep Learning Resilience Assessment Methodologies

Annachiara Ruospo, Ernesto Sánchez, Lucas Matana Luza et al. · Computer · 2023 · 49 citations · Full text

Computing, Cybersecurity, Fault-tolerant Computing +16

Emulating the Effects of Radiation-Induced Soft-Errors for the Reliability Assessment of Neural Networks

Lucas Matana Luza, Annachiara Ruospo, Daniel Söderström et al. · IEEE Transactions on Emerging Topics in Computing · 2021 · 40 citations · Full text

Engineering, Computer Engineering, Fault-tolerant Computing +16