Annachiara Ruospo

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
• Collegio di Ingegneria Meccanica, Aerospaziale e dell'Autoveicolo. Componente invitato

PhD

• Artificial Intelligence Safety. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
• Artificial Intelligence Safety. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Architetture dei sistemi di elaborazione. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Architetture dei sistemi di elaborazione. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Testing and fault tolerance. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Bachelor of Science

• Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Titolare del corso
• Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. 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

Projects funded by commercial contracts

• TC4xx NVM Test Strategies enabling Minimal Pincount FE Insertion for reduced test costs, (2025-2025) - Responsabile Scientifico
  Commercial Research
• Colored NVM bitmap and repair integration with statistical evaluation in production for Aurix3G product family, (2023-2024) - Responsabile Scientifico
  Commercial Research

• Antonio Porsia. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  
  Computer architectures and Computer aided design
  Computer architectures and Computer aided design
• Vittorio Turco. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  Research subject: Reliability evaluation and hardening of AI accelerators
  
  Controls and system engineering
  Controls and system engineering

• Angione, Francesco; Bernardi, Paolo; Bosio, Alberto; Dattatraya Dixit, Harish; ... (In stampa)
  Special Session: Trustworthy Hardware-AI at the Cloud. In: IEEE VLSI Test Symposium 2025, Tempe, Arizona (USA), 28-30 Aprile 2025
  Contributo in Atti di Convegno (Proceeding)
• Porsia, Antonio; Perlo, Giacomo; Ruospo, Annachiara; Sanchez, Ernesto (In stampa)
  On the resilience of INT8 Quantized Neural Networks on Low-Power RISC-V Devices. In: AxC’25 The 10th Workshop on Approximate Computing, Naples (ITA), June 23-26, 2025
  Contributo in Atti di Convegno (Proceeding)
• Azziz, Julia; Ruospo, Annachiara; Sanchez, Ernesto; Acle, Julio Pérez (2025)
  Bi-LORD: Bit-Wise Low-Cost Real Numbers Dependability Assessment in AI Applications. In: 26th IEEE Latin American Test Symposium, LATS 2025, San Andres Island (COL), 11-14 March 2025, pp. 1-6. ISBN: 978-1-6654-7764-2
  Contributo in Atti di Convegno (Proceeding)
• Ruospo, Annachiara; Reorda, Matteo Sonza; Mariani, Riccardo; Sanchez, Ernesto (2025)
  An Effective Iterative Statistical Fault Injection Methodology for Deep Neural Networks. In: IEEE TRANSACTIONS ON COMPUTERS, pp. 1-14. ISSN 0018-9340
  Contributo su Rivista
• Bolchini, Cristiana; Bosio, Alberto; Cassano, Luca; Miele, Antonio; Pappalardo, ... (2025)
  Benchmark Suite for Resilience Assessment of Deep Learning Models. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. ISSN 0278-0070
  Contributo su Rivista
• Bellarmino, Nicolo'; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, ... (2025)
  DEAR-CNN: Data-Efficient Assessment of Resiliency in Convolutional Neural Networks. In: 28th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Lyon (FRA), May 5-7, 2025, pp. 13-18. ISBN: 979-8-3315-2801-0
  Contributo in Atti di Convegno (Proceeding)
• Farnaghinejad, Behnam; Porsia, Antonio; Ruospo, Annachiara; Savino, Alessandro; Di ... (2025)
  Late Contribution: VeriSide: A Modified Verilator for Leakage Assessment at the RTL Level. In: 26th IEEE Latin American Test Samposium 2025, San Andres Islas (COL), 11-14 March 2025, pp. 1-2. ISBN: 978-1-6654-7763-5
  Contributo in Atti di Convegno (Proceeding)
• Turco, Vittorio; Bellarmino, Nicolò; Ruospo, Annachiara; Cantoro, Riccardo; Sanchez, ... (2025)
  DOC: Detection of On-Line Failures in CNNs. In: Latin American Test Workshop, LATW, San Andrés (COL), 11-14 March 2025. ISBN: 978-1-6654-7763-5
  Contributo in Atti di Convegno (Proceeding)
• Ruospo, A.; Pappalardo, S.; Turco, V.; Bosio, A.; Sanchez, E. (2025)
  Reliability of Deep Neural Networks: Impact and Open Issues. In: IEEE DESIGN & TEST, vol. 42, pp. 14-25. ISSN 2168-2356
  Contributo su Rivista
• Pappalardo, Salvatore; Piri, Ali; Ruospo, Annachiara; Deveautour, Bastien; Sanchez, ... (2024)
  Reliable and Efficient hardware for Trustworthy Deep Neural Networks. In: 2024 IEEE International Conference on Design, Test and Technology of Integrated Systems, DTTIS 2024, Aix-en-Provence (FRA), 14-16 October 2024, pp. 1-5. ISBN: 979-8-3503-6313-5
  Contributo in Atti di Convegno (Proceeding)

• A Shannon-Hartley-Based Approach To Measure The Criticality Of Synaptic Weights. international Patent
  Inventors: Annachiara Ruospo Edgar Ernesto Sanchez Sanchez