Fixed-term assistant professor
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center CARS@PoliTO - Center for Automotive Research and Sustainable Mobility
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Editorial boards
- APPLIED SCIENCES (2024), Guest Editor of magazine or editorial series
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
Teachings
Master of Science
- HPC (High Performance Computing). A.A. 2025/26, QUANTUM ENGINEERING. Collaboratore del corso
- GPU programming. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- GPU programming. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- HPC (High Performance Computing). A.A. 2024/25, QUANTUM ENGINEERING. Collaboratore del corso
- HPC (High Performance Computing). A.A. 2023/24, QUANTUM ENGINEERING. Collaboratore del corso
- GPU programming. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- GPU programming. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- GPU programming. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Programming techniques. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Programming techniques. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Programming techniques. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Computer sciences. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
Research
Supervised PhD students
- Gustavo Vilar De Farias. Programme in Ingegneria Informatica E Dei Sistemi (40th cycle, 2025-in progress)
- Giuseppe Esposito. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2024-in progress)
Research subject: New Techniques for Reliability Evaluation and Enhancement of Neural Networks
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI - Robert Alexander Limas Sierra. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Research subject: New Techniques for the Reliability Evaluation of Neural Networks running on GPUs
Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing
Publications
Latest publications View all publications in Porto@Iris
- Limas Sierra, Robert; Guerrero Balaguera, Juan David; Rodriguez Condia, Josie E.; Sonza ... (2025)
A Structured Method to Generate Self-Test Libraries for Tensor Cores. In: ELECTRONICS, vol. 14. ISSN 2079-9292
Contributo su Rivista - Caro-Anzola, Edward-W.; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; ... (2025)
IoT and Edge Computing: Applications and Reliability Implications. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Island (COL), 11-14 March 2025, pp. 1-10. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding) - Hegde, Shailesh Sudhakara; Selvaraj, Dinesh Cyril; Rodriguez Condia, Josie Esteban; ... (2025)
Estimating the Impact of Soft Errors on AI-Based Perception in Automotive. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Island (COL), 11-14 March 2025, pp. 1-6. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding) - Esposito, G.; Guerrero-Balaguera, J. -D.; Rodriguez Condia, J. E.; Sonza Reorda, M. (2025)
Comparing Application-Level Hardening Techniques for Neural Networks on GPUs. In: ELECTRONICS, vol. 14. ISSN 2079-9292
Contributo su Rivista - Sierra, Robert Limas; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Rodriguez ... (2025)
Improving CNN Runtime Robustness Against Soft Errors by Dropout Layer Optimization. In: 2025 IEEE 26th Latin American Test Symposium (LATS), San Andres Islas (COL), 11-14 March 2025, pp. 1-6. ISBN: 978-1-6654-7763-5
Contributo in Atti di Convegno (Proceeding)