Robert Limas Sierra

According to our database, Robert Limas Sierra authored at least 21 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Reliability Assessment of Deep Neural Networks and Accelerators Across Design Stages.

Mohammad Hasan Ahmadilivani, Natalia Cherezova, Michael Glaß, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Letícia Maria Veiras Bolzani Poehls, Jaan Raik, Lucas Roquet, Fernando Fernandes dos Santos, Felipe Augusto da Silva, Matteo Sonza Reorda, Alessandro Veronesi, Ernesto Cristopher Villegas Castillo, Josie E. Rodriguez Condia

Proceedings of the 27th IEEE Latin American Test Symposium, 2026

Analyzing Hardware Accelerators' Reliability: From Design Exploration to Fast Evaluation with Hyperscalers.

Juan-David Guerrero-Balaguera, Robert Limas Sierra, Gustavo Vilar de Farias, Sergiu-Mohamed Abed, Ahmet Cagri Bagbaba, Josie E. Rodriguez Condia

Proceedings of the 17th IEEE Latin America Symposium on Circuits and System, 2026

2025

Investigating and Mitigating Critical Faults in Floating-Point and Posit Arithmetic Hardware.

Josie E. Rodriguez Condia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda

IEEE Trans. Emerg. Top. Comput., 2025

SHADOWFI: An Open-Source Framework for Fault Evaluation of Complex IC Designs Using Hyperscale Computing.

Juan-David Guerrero-Balaguera, Robert Limas Sierra, Oguz Sensoz, Josie E. Rodriguez Condia, Maynor Giovanni Ballina Escobar, Maria Liz Crespo, Sergio Carrato, Matteo Sonza Reorda

IEEE Access, 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

Proceedings of the 26th IEEE Latin American Test Symposium, 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

Proceedings of the 26th IEEE Latin American Test Symposium, 2025

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

Proceedings of the 26th IEEE Latin American Test Symposium, 2025

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., April, 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

Proceedings of the 42nd IEEE VLSI Test Symposium, 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, Mahdi Taheri, Marcello Traiola

Proceedings of the 42nd IEEE VLSI Test Symposium, 2024

Reliability Assessment of Large DNN Models: Trading Off Performance and Accuracy.

Junchao Chen, 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

Proceedings of the 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 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

Proceedings of the 30th IEEE International Symposium on On-Line Testing and Robust System Design, 2024

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

Proceedings of the IEEE European Test Symposium, 2024

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

Proceedings of the VLSI-SoC 2023: Innovations for Trustworthy Artificial Intelligence, 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

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 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

Proceedings of the 24th IEEE Latin American Test Symposium, 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

Proceedings of the IEEE European Test Symposium, 2023

A Reliability-aware Environment for Design Exploration for GPU Devices.

Robert Limas Sierra, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Matteo Sonza Reorda

Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

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, Matteo Sonza Reorda

Proceedings of the IEEE International Test Conference in Asia, 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

Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022

Effective fault simulation of GPU's permanent faults for reliability estimation of CNNs.

Juan-David Guerrero-Balaguera, Robert Limas Sierra, Matteo Sonza Reorda

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022