Annachiara Ruospo

A Reliability Analysis of a Deep Neural Network

Alberto Bosio, Paolo Bernardi, Annachiara Ruospo et al. · 2019 · 98 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Assessing Convolutional Neural Networks Reliability through Statistical Fault Injections

Annachiara Ruospo, G. Gavarini, Chiara de Sio et al. · 2023 · 54 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

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

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 · 36 citations · Full text

Convolutional Neural Network, Emulator-based Injections, Engineering +25