Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs. - Juan-David Guerrero-Balaguera; Robert Limas Sierra; Matteo Sonza Reorda (IOLTS, 2022)

Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections. - Juan-David Guerrero-Balaguera; Luigi Galasso; Robert Limas Sierra; Matteo Sonza Reorda (ISIE, 2022)

Evaluating the impact of Permanent Faults in a GPU running a Deep Neural Network. - Juan-David Guerrero-Balaguera; Luigi Galasso; Robert Limas Sierra; Ernesto Sánchez 001; Matteo Sonza Reorda (ITC-Asia, 2022)

A Reliability-aware Environment for Design Exploration for GPU Devices. - Robert Limas Sierra; Juan-David Guerrero-Balaguera; Josie E. Rodriguez Condia; Matteo Sonza Reorda (DDECS, 2023)

Evaluating the Prevalence of SFUs in the Reliability of GPUs. - Josie E. Rodriguez Condia; Juan-David Guerrero-Balaguera; Edward Javier Patiño Nuñez; Robert Limas Sierra; Matteo Sonza Reorda (ETS, 2023)

Analyzing the Architectural Impact of Transient Fault Effects in SFUs of GPUs. - Josie E. Rodriguez Condia; Juan-David Guerrero-Balaguera; Edward Javier Patiño Nuñez; Robert Limas Sierra; Matteo Sonza Reorda (LATS, 2023)

Analyzing the Impact of Different Real Number Formats on the Structural Reliability of TCUs in GPUs. - Robert Limas Sierra; Juan-David Guerrero-Balaguera; Josie E. Rodriguez Condia; Matteo Sonza Reorda (VLSI-SoC, 2023)

Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats. - Robert Limas Sierra; Juan-David Guerrero-Balaguera; Josie E. Rodriguez Condia; Matteo Sonza Reorda (VLSI-SoC (Selected Papers), 2023)

Analyzing the Structural and Operational Impact of Faults in Floating-Point and Posit Arithmetic Cores for CNN Operations. - Josie E. Rodriguez Condia; Juan-David Guerrero-Balaguera; Robert Limas Sierra; Matteo Sonza Reorda (ETS, 2024)

Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. - Francesco Pessia; Juan-David Guerrero-Balaguera; Robert Limas Sierra; Josie E. Rodriguez Condia; Marco Levorato; Matteo Sonza Reorda (IOLTS, 2024)

Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy. - Junchao Chen 001; Giuseppe Esposito; Fernando Fernandes dos Santos; Juan-David Guerrero-Balaguera; Angeliki Kritikakou; Milos Krstic; Robert Limas Sierra; Josie E. Rodriguez Condia; Matteo Sonza Reorda; Marcello Traiola; Alessandro Veronesi (VLSI-SoC, 2024)

Special Session: Reliability Assessment Recipes for DNN Accelerators. - Mohammad Hasan Ahmadilivani; Alberto Bosio; Bastien Deveautour; Fernando Fernandes dos Santos; Juan-David Guerrero-Balaguera; Maksim Jenihhin; Angeliki Kritikakou; Robert Limas Sierra; Salvatore Pappalardo; Jaan Raik; Josie E. Rodriguez Condia; Matteo Sonza Reorda; et al. (VTS, 2024)

Analyzing the Impact of Scheduling Policies on the Reliability of GPUs Running CNN Operations. - Robert Limas Sierra; Juan-David Guerrero-Balaguera; Francesco Pessia; Josie E. Rodriguez Condia; Matteo Sonza Reorda (VTS, 2024)

Investigating and Reducing the Architectural Impact of Transient Faults in Special Function Units for GPUs. - Josie E. Rodriguez Condia; Juan-David Guerrero-Balaguera; Edward Javier Patiño Nuñez; Robert Limas Sierra; Matteo Sonza Reorda (J. Electron. Test., 2024)

IoT and Edge Computing: Applications and Reliability Implications. - Edward-W. Caro-Anzola; Giuseppe Esposito; Juan-David Guerrero-Balaguera; Andrés Jiménez López; Fabián-R. Jiménez-López; Robert Limas Sierra; Gustavo Ramirez Espinosa; Edoardo Giusto; Bartolomeo Montrucchio; Oscar-F. Vera-Cely; Josie E. Rodriguez Condia (LATS, 2025)

About the Functional In-Field Self-Testing of AI Accelerators. - Juan-David Guerrero-Balaguera; Josie E. Rodriguez Condia; Robert Limas Sierra; Matteo Sonza Reorda (LATS, 2025)

Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization. - Robert Limas Sierra; Giuseppe Esposito; Juan-David Guerrero-Balaguera; Josie E. Rodriguez Condia; Matteo Sonza Reorda (LATS, 2025)