Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 39th cycle (2023-2026)
Department of Applied Science and Technology (DISAT)
Adjunct lecturer/Adjunct instructor
Department of Electronics and Telecommunications (DET)
Profile
PhD
Research topic
Unconventional computing with neuromorphic nanowire networks
Tutors
Keywords
Awards and Honors
Teaching
Teachings
Master of Science
- Workshop "Hacking and exploiting a professional MEMS kit interfaced with Arduino board". A.A. 2025/26, NANOTECHNOLOGIES FOR ICTs. Collaboratore del corso
- Workshop "Hacking and exploiting a professional MEMS kit interfaced with Arduino board". A.A. 2024/25, NANOTECHNOLOGIES FOR ICTs (NANOTECNOLOGIE PER LE ICT). Collaboratore del corso
Research
Other activities and projects related to research
The main objective of the PhD work is the experimental implementation of unconventional computing paradigms and neuromorphic functionalities in multiterminal devices based on memristive nanowire networks.The aim is the development of a hardware computing architectures able to solve a wide range of computing tasks such as pattern recognition and time series prediction with reduced training cost and energy consumption.
Publications
Latest publications View all publications in Porto@Iris
- Pilati, Davide; Ceni, Andrea; Michieletti, Fabio; Gallicchio, Claudio; Ricciardi, Carlo; ... (2026)
RCbench: a unified framework for benchmarking reservoir computing systems. In: NEUROMORPHIC COMPUTING AND ENGINEERING, vol. 6, pp. 1-16. ISSN 2634-4386
Contributo su Rivista - Pilati, Davide; Michieletti, Fabio; Cultrera, Alessandro; Ricciardi, Carlo; Milano, ... (2026)
A Multiterminal Setup for Complex Dynamics Characterization and Unconventional Computing in Self-Organizing Memristive Networks. In: 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Ancona (Ita), 22-24 October 2025, pp. 1236-1241
Contributo in Atti di Convegno (Proceeding) - Milano, Gianluca; Pilati, Davide; Michieletti, Fabio; Cultrera, Alessandro; Ricciardi, ... (2026)
Memristance and transmemristance in multiterminal memristive systems. In: SCIENTIFIC REPORTS, vol. 16. ISSN 2045-2322
Contributo su Rivista - Milano, Gianluca; Michieletti, Fabio; Pilati, Davide; Ricciardi, Carlo; Miranda, Enrique (2025)
Self-organizing neuromorphic nanowire networks as stochastic dynamical systems. In: NATURE COMMUNICATIONS, vol. 16. ISSN 2041-1723
Contributo su Rivista - Michieletti, F; Pilati, D; Milano, G; Ricciardi, C (2025)
Self-organized Criticality in Neuromorphic Nanowire Networks With Tunable and Local Dynamics. In: ADVANCED FUNCTIONAL MATERIALS, vol. 35. ISSN 1616-301X
Contributo su Rivista