Andrea Pignata

Research topic

Development framework for the engineering process of edge-based AIoT sensor solutions

Tutors

• Enrico Macii
• Gianvito Urgese

Master of Science

• System-on-chip architecture. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Computer programming in Python. A.A. 2025/26, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
• Specification and simulation of digital systems. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• System-on-chip architecture. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Computer programming in Python. A.A. 2024/25, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso
• Applied AI and machine learning. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Collaboratore del corso

Bachelor of Science

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

• EDA - Electronic Design Automation (DAUIN)

• Urgese, Gianvito; Fra, Vittorio; Pignata, Andrea; Fanuli, Giuseppe; Gomez, Walter ... (2026)
  The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping. In: IEEE INTERNET OF THINGS JOURNAL, vol. 13, pp. 19286-19299. ISSN 2327-4662
  Contributo su Rivista
• Tilocca, Salvatore; Fra, Vittorio; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito (2025)
  Positioning and tracking enhancement through a spiking Legendre memory unit. In: 7th IFAC Conference on Intelligent Control and Automation Sciences (ICONS 2025), Padua (ITA), September 15-18, 2025, pp. 235-240. ISSN 2405-8971
  Contributo in Atti di Convegno (Proceeding)
• Bussolan, Andrea; Avram, Oliver; Pignata, Andrea; Urgese, Gianvito; Baraldo, Stefano; ... (2025)
  Personalized Mental State Evaluation in Human-Robot Interaction using Federated Learning. In: IEEE International Conference on Engineering, Technology and Innovation, Valencia (ES), 16th - 19th June 2025. ISSN 2693-8855. ISBN: 979-8-3315-8534-1
  Contributo in Atti di Convegno (Proceeding)
• Fra, Vittorio; Pignata, Andrea; Pignari, Riccardo; Macii, Enrico; Urgese, Gianvito (2025)
  Neu-BrAuER: a neuromorphic Braille letters audio-reader for commercial edge devices. In: ECML PKDD 2023 - "Deep learning meets neuromorphic hardware" workshop, Torino, 18-22.09.2023, pp. 51-60. ISSN 1865-0937. ISBN: 978-3-031-74643-7
  Contributo in Atti di Convegno (Proceeding)
• Fra, Vittorio; Leto, Benedetto; Pignata, Andrea; Macii, Enrico; Urgese, Gianvito (2024)
  Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices. In: 33 rd International Conference on Artificial Neural Networks, Lugano (CH), September 17–20, 2024, pp. 377-391. ISSN 0302-9743. ISBN: 9783031723582
  Contributo in Atti di Convegno (Proceeding)