Feb
18
Learning object available
February 18, 2026 | Comments Off on Learning object available
The learning object “Fallos hardware y su influencia en la confiabilidad de redes neuronales” is now available. Authored by J. Gracia-Morán, this learning resource explores hardware faults and their impact on the reliability of neural networks, offering valuable insights for students, researchers, and professionals working in dependable systems, artificial intelligence, fault tolerance and embedded systems. […]
Jan
9
Paper available
January 9, 2026 | Comments Off on Paper available
The paper entitled “Dependability analysis of neural networks implemented in Arduino”, written by Joaquín Gracia-Morán, Juan Carlos Ruiz García, David De Andrés, Luis-J. Saiz-Adalid, Juan C. Baraza,Daniel Gil and Pedro Gil Vicente, and published in proceedings of the Workshop on Innovation on Information and Communication Technologies (ITACA-WIICT 2025) is available to download from here. Abstract […]
Dec
10
Paper accepted at EDCC 2026
December 10, 2025 | Comments Off on Paper accepted at EDCC 2026
The paper entitled “CNN Robustness through Quantisation in Edge Devices: An Incomplete Solution” authored by Juan-Carlos Baraza-Calvo, David de Andrés and Juan Carlos Ruiz García has been accepted at EDCC 2026. Abstract: Deep learning has become a cornerstone for image analysis and object recognition. However, deploying Convolutional Neural Networks (CNNs) on embedded and IoT devices […]
Jul
11
Presentation at WIICT 2025
July 11, 2025 | Comments Off on Presentation at WIICT 2025
Joaquín Gracia-Morán has presented the work entitled “Dependability analysis of neural networksimplemented in Arduino” at WIICT 2025. Abstract The use of neural networks has expanded to environments as diverse as medical systems, industrial devices and space systems. In these cases, it is essential to balance performance, power consumption, and silicon area. Furthermore, in critical environments, […]
Jul
1
Attendance at Jornadas SARTECO
July 1, 2025 | Comments Off on Attendance at Jornadas SARTECO
Researchers from the Fault-Tolerant Systems Group participed in the last Josnadas SARTECO, that were held in Sevilla. During the event, the group’s researchers presented several oral communications focusing on advances from the national project the DEFADAS (Dependable-enough FPGA-Accelerated DNNs for Automotive Systems) and the project from the Universitat Politècnica de València (Convocatoria A+D, Proyectos de […]
Jun
2
Paper accepted at SAFECOMP 2025
June 2, 2025 | Comments Off on Paper accepted at SAFECOMP 2025
The paper entitled “Can C-Based ECC Models Leverage High-Level Synthesis? Evaluating Description Variants for Efficient Circuit Implementations”, authored by Joaquín Gracia-Morán, Juan-Carlos Ruiz, David de Andrés and Luis-J. Saiz-Adalid has been accepted at SAFECOMP 2025. Abstract: Error-Correcting Codes (ECCs) are essential for achieving fault tolerance in hardware accelerators deployed in safety-critical applications, such as those […]
May
5
Papers accepted at Jornadas SARTECO 2025
May 5, 2025 | Comments Off on Papers accepted at Jornadas SARTECO 2025
Different papers authored by the GSTF’s members has been accepted at Jornadas SARTECO 2025, that will be held in Sevilla (Spain) next June. Title: Análisis de la confiabilidad de una red neuronal implementada en Arduino con formato BF16Authors: Joaquín Gracia-Morán, David de Andrés, Luis-J. Saiz-Adalid, Juan Carlos Ruiz, J.-Carlos Baraza-Calvo, Daniel Gil-Tomás, Pedro J. Gil-VicenteAbstract: […]
Apr
27
Attendance at the EDCC
April 27, 2025 | Comments Off on Attendance at the EDCC
The ITACA Institute has echoed the attendance of GSTF researchers at EDCC 2025. The complete information can be seen here.
Apr
15
Poster award at EDCC 2025
April 15, 2025 | Comments Off on Poster award at EDCC 2025
The poster entitled “Towards a novel 8-bit floating point format to increase robustness in CNNs”, written by Luis J. Saiz-Adalid, has been awarded as Distinguished Poster at EDCC 2025. Congratulations!!
Apr
14
Participation in the EDCC 2025
April 14, 2025 | Comments Off on Participation in the EDCC 2025
Several members of the group have traveled to Lisbon to participate in EDCC 2025, where they have presented the future work we are doing.