Davide Rossetti

Research topic

Reservoir Computing: Theory, Implementation and Algorithms

Tutors

• Fernando Corinto
• Marco Gilli

• Inserimento nella Nova 111 Student List Italy 2025, iniziativa che seleziona 111 studenti e studentesse italiani distintisi per merito accademico e potenziale professionale, nella categoria "Other Engineering & Technology". (2025)

• Rossetti, Davide; Xu, Yichun; Asselta, Ludovica; Joshua Yang, J.; Stanley Williams, R.; ... (2026)
  Predictable and Scalable Analog Matrix–Vector Multiplication in Memristor Crossbars via Closed-Form Wire-Resistance Compensation. In: ADVANCED ELECTRONIC MATERIALS. ISSN 2199-160X
  Contributo su Rivista
• Rossetti, Davide; Corinto, Fernando (2026)
  Device Variability and Uncertainty Propagation in Memristive Reservoir Computing. In: Modern Circuits and Systems Technologies (MOCAST)
  Contributo in Atti di Convegno (Proceeding)
• Ju Kim, Seung; Wang, Tong; Zhao, Ruoyu; Rossetti, Davide; Xu, Yichun; Zhao, Jian; ... (2026)
  Diffusive memristors in the edge of chaos. In: NATURE COMMUNICATIONS, vol. 17. ISSN 2041-1723
  Contributo su Rivista
• Rossetti, D.; Nikiruy, K.; Demirkol, A. S.; Ascoli, A.; Ziegler, M.; Tetzlaff, R.; ... (2026)
  A Dual-Branch Flux-Based Extended Memristor Model With Machine-Learning-Assisted Calibration. In: ADVANCED ELECTRONIC MATERIALS. ISSN 2199-160X
  Contributo su Rivista
• Nikiruy, K.; Petrenyov, I.; Shkurmanov, A.; Ziegler, M.; Schneegaß, J.; Ivanov, T.; ... (2025)
  An Adaptive Training Method for Memristive Next Generation Reservoir Computing Systems. In: Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), Ancona (Ita), 22-24 October 2025, pp. 1248-1253. ISBN: 979-8-3315-0279-9
  Contributo in Atti di Convegno (Proceeding)