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2023

Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning

SafeAI 2023: The AAAI’s Workshop on Artificial Intelligence Safety

A. Brando, I. Serra, E. Mezzetti, F. J. Cazorla, and J. Abella
On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems

Computer

A. Brando, I. Serra, E. Mezzetti, F. J. Cazorla, J. Perez-Cerrolaza, and J. Abella
Vector Extensions in COTS Processors to Increase Guaranteed Performance in Real-Time Systems

ACM Transactions on Embedded Computing Systems

R. Pujol, J. Jorba, H. Tabani, L. Kosmidis, E. Mezzetti, J. Abella, and F. Cazorla
Efficient Diverse Redundant DNNs for Autonomous Driving" (to appear)

COMPSAC 2023 47th IEEE International Conference on Computers, Software & Applications - Autonomous Systems Symposium (ASYS)

M. Caro, J. Fornt, and J. Abella
SafeTI Traffic Injector Enhancement for Effective Interference Testing in Critical Real-Time Systems (to Appear)

RISC-V Summit Europe 2023

F. Fuentes, R. Casnova, S. Alcaide, and J. Abella
Enhancing Safety with RISC-V-based SPIDER Autonomous Robot: A Use-Case from the ECSEL FRACTAL Project (to appear)

RISC-V Summit Europe 2023, Barcelona (Spain)

J. CastellaTriginer, M. Postl, M. Fernández, F. Chang, S. Alcaide, R. Canal, and J. Abella
NimbleAI: Towards Next-generation Integrated Sensing-Processing Neuromorphic Endpoint Devices (to appear)

DATE 2023 26th Design, Automation and Test in Europe Conference

X. Iturbe, J. Abella, S. Alcaide, E. Beyne, H-P. Charles, L. Chittka, A. Davila, Y. Dupret, A. Erdmann, A. Fontanelli, J. Flich, R. Grosu, H. Carles, J. Hochmann, D. Ielmini, H. Isakovic, E. Isusquiza, D. Jackson, M. Kooli, B. Linares-Barranco, E. Laurent, M. Lindwer, K. Masarik, N. Mentens, O. Moreira, J-P. Noel, C. Posch, P. Priller, Z. Prikryl, O. Rhodes, T. Stefanov, M. Taliercio, J. Ugarte, G. Van der Plas, E. Vianello, and P. Zaykov
Evaluation of SYCL’s Suitability for High-Performance Critical Systems

IWOCL & SYCLcon 2023: 11th International Workshop on OpenCL and SYCL

C. Peralta-Quesada, M. Trompouki, and L. Kosmidis
GPU Devices for Safety-Critical Systems: A Survey

ACM Computing Surveys

J. Perez-Cerrolaza, J. Abella, L. Kosmidis, A. J. Calderon, F. Cazorla, and J. Luis Flores
Efficient Direct Convolution Using Long SIMD Instructions

28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP)

A. de LimasSantana, A. Armejach, and M. Casas

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