Titolo della tesi

Energy-Efficient Data-Processing Architectures - Coping with device and circuit-level nonidealities

Tutori

• Gianluca Setti

Corso di laurea di 1° livello

• Elettronica applicata. A.A. 2019/20, INGEGNERIA FISICA. Collaboratore del corso
• Elettronica applicata. A.A. 2020/21, INGEGNERIA FISICA. Collaboratore del corso
• Elettronica applicata. A.A. 2021/22, INGEGNERIA FISICA. Collaboratore del corso

• Antolini, Alessio; Paolino, Carmine; Zavalloni, Francesco; Lico, Andrea; Franchi ... (2023)
  Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications. In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, vol. 13, pp. 395-407. ISSN 2156-3357
  Contributo su Rivista
• Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi ... (2023)
  Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing. In: JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS, vol. 13. ISSN 2079-9268
  Contributo su Rivista
• Paolino, Carmine; Antolini, Alessio; Pareschi, Fabio; Mangia, Mauro; Rovatti, Riccardo; ... (2022)
  Phase-Change Memory in Neural Network Layers with Measurements-based Device Models. In: 2022 International Symposium on Circuits and Systems, Austin, Texas, May 28 - June 1, 2022, pp. 1536-1540. ISBN: 978-1-6654-8485-5
  Contributo in Atti di Convegno (Proceeding)
• Paolino, C.; Pareschi, F.; Mangia, M.; Rovatti, R.; Setti, G. (2021)
  An architecture for ultra-low-voltage ultra-low-power compressed sensing-based acquisition systems. In: 7th IEEE Nordic Circuits and Systems Conference, NORCAS 2021, Oslo (Virtual), October 16-27, 2021, pp. 1-7. ISBN: 978-1-6654-0712-0
  Contributo in Atti di Convegno (Proceeding)
• Paolino, C.; Pareschi, F.; Rovatti, R.; Setti, G. (2020)
  Asymptotic expressions of mismatch variance in interdigitated geometries. In: 52nd IEEE International Symposium on Circuits and Systems, ISCAS 2020, Seville, Spain (Virtual), October 10-21, 2020. ISBN: 978-1-7281-4922-6
  Contributo in Atti di Convegno (Proceeding)