ZAVALLONI, FRANCESCO
ZAVALLONI, FRANCESCO
ARCES - CENTRO DI RICERCA SUI SISTEMI ELETTRONICI PER L'INGEGNERIA DELL'INFORMAZIONE E DELLE TELECOMUNICAZIONI "ERCOLE DE CASTRO" - (ADVANCED RESEARCH CENTER ON ELECTRONIC SYSTEM)
Assegnisti
28M Weights×TOPs/W/mm² PCM-Based Analog in-Memory Computing Core with 8 512×512-Weight Layers in 28nm FD-SOI CMOS
2025 Pasotti, M.; Zurla, R.; Bertolini Agnoletto, J. J.; Calvetti, E.; Antolini, A.; Croce, L.; Desoli, G.; Iannelli, L.; Lico, A.; Vignali, R.; Zavalloni, F.; Franchi Scarselli, E.; Cabrini, A.
Enhancing Vibration Inspection via Compressed Sensing Based on Embedded Phase Change Memories
2025 Zonzini, Federica; Zavalloni, Francesco; Martinelli, Daniele; Antolini, Alessio; Franchi Scarselli, Eleonora; Pasotti, Marco; De Marchi, Luca
High-Precision Close-to-Analog Programming of PCM Cells as Devices for AiMC Edge-AI
2025 Antolini, A.; Lico, A.; Zavalloni, F.; Greco, L.; Zurla, R.; Bertolini, J.; Vignali, R.; Iannelli, L.; Calvetti, E.; Pasotti, M.; Cabrini, A.; Franchi Scarselli, E.
The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges
2025 Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Quqa, Said; Greco, Lorenzo; Mangia, Mauro; Pareschi, Fabio; Pasotti, Marco; Franchi Scarselli, Eleonora
A Binary Pattern Matching Task Performed in an ePCM-Based Analog In-Memory Computing Unit
2024 Zavalloni, Francesco; Antolini, Alessio; Lico, Andrea; Franchi Scarselli, Eleonora; Torres, Mattia Luigi; Zurla, Riccardo; Pasotti, Marco
A Bit-Line Biasing Circuit for Analog In-Memory Computing based on Phase Change Memory
2024 A. Lico, A. Antolini, F. Zavalloni, E. Franchi Scarselli, R. Zurla, M. Pasotti
A Readout Scheme for PCM-Based Analog in-Memory Computing With Drift Compensation Through Reference Conductance Tracking
2024 Antolini, Alessio; Lico, Andrea; Zavalloni, Francesco; Scarselli, Eleonora Franchi; Gnudi, Antonio; Torres, Mattia Luigi; Canegallo, Roberto; Pasotti, Marco
Controlled Acceleration of PCM Cells Time Drift Through On-Chip Current-Induced Annealing for AIMC Multilevel MVM Computation
2024 Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Vignali, Riccardo; Iannelli, Luca; Zurla, Riccardo; Bertolini, Jacopo; Calvetti, Emanuela; Pasotti, Marco; FRANCHI SCARSELLI, Eleonora; Cabrini, Alessandro
Drift-tolerant implementation of a neural network on a PCM-based Analog In-memory Computing unit for motor control applications
2024 F. Zavalloni, A. Antolini , M. L. Torres , A. Nicolosi , F. D’Angelo , A. Lico, E. Franchi Scarselli , M. Pasotti
Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications
2023 Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti
Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing
2023 Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleonora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 28M Weights×TOPs/W/mm² PCM-Based Analog in-Memory Computing Core with 8 512×512-Weight Layers in 28nm FD-SOI CMOS | Pasotti, M.; Zurla, R.; Bertolini Agnoletto, J. J.; Calvetti, E.; Antolini, A.; Croce, L.; Desoli..., G.; Iannelli, L.; Lico, A.; Vignali, R.; Zavalloni, F.; Franchi Scarselli, E.; Cabrini, A. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Enhancing Vibration Inspection via Compressed Sensing Based on Embedded Phase Change Memories | Zonzini, Federica; Zavalloni, Francesco; Martinelli, Daniele; Antolini, Alessio; Franchi Scarsell...i, Eleonora; Pasotti, Marco; De Marchi, Luca | 2025-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | SIE2024_PCM_CS_compressed.pdf |
| High-Precision Close-to-Analog Programming of PCM Cells as Devices for AiMC Edge-AI | Antolini, A.; Lico, A.; Zavalloni, F.; Greco, L.; Zurla, R.; Bertolini, J.; Vignali, R.; Iannelli..., L.; Calvetti, E.; Pasotti, M.; Cabrini, A.; Franchi Scarselli, E. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges | Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Quqa, Said; Greco, Lorenzo; Mangia, Mauro;... Pareschi, Fabio; Pasotti, Marco; Franchi Scarselli, Eleonora | 2025-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-25-03618.pdf |
| A Binary Pattern Matching Task Performed in an ePCM-Based Analog In-Memory Computing Unit | Zavalloni, Francesco; Antolini, Alessio; Lico, Andrea; Franchi Scarselli, Eleonora; Torres, Matti...a Luigi; Zurla, Riccardo; Pasotti, Marco | 2024-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | SSC_RSC_pattern_check_SIE_2023.pdf |
| A Bit-Line Biasing Circuit for Analog In-Memory Computing based on Phase Change Memory | A. Lico, A. Antolini, F. Zavalloni, E. Franchi Scarselli, R. Zurla, M. Pasotti | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Readout Scheme for PCM-Based Analog in-Memory Computing With Drift Compensation Through Reference Conductance Tracking | Antolini, Alessio; Lico, Andrea; Zavalloni, Francesco; Scarselli, Eleonora Franchi; Gnudi, Antoni...o; Torres, Mattia Luigi; Canegallo, Roberto; Pasotti, Marco | 2024-01-01 | IEEE OPEN JOURNAL OF SOLID-STATE CIRCUITS | - | 1.01 Articolo in rivista | A_Readout_Scheme_for_PCM-Based_Analog_In-Memory_Computing_With_Drift_Compensation_Through_Reference_Conductance_Tracking.pdf |
| Controlled Acceleration of PCM Cells Time Drift Through On-Chip Current-Induced Annealing for AIMC Multilevel MVM Computation | Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Vignali, Riccardo; Iannelli, Luca; Zurla, ...Riccardo; Bertolini, Jacopo; Calvetti, Emanuela; Pasotti, Marco; FRANCHI SCARSELLI, Eleonora; Cabrini, Alessandro | 2024-01-01 | IEEE TRANSACTIONS ON ELECTRON DEVICES | - | 1.01 Articolo in rivista | Controlled_Acceleration_of_PCM_Cells_Time_Drift_Through_On-Chip_Current-Induced_Annealing_IRIS.pdf |
| Drift-tolerant implementation of a neural network on a PCM-based Analog In-memory Computing unit for motor control applications |
F. Zavalloni, A. Antolini , M. L. Torres , A. Nicolosi , F. D’Angelo , A. Lico, E. Franchi Sc...arselli , M. Pasotti |
2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications | Alessio Antolini, Carmine Paolino, Francesco Zavalloni, Andrea Lico, Eleonora Franchi Scarselli, ...Mauro Mangia, Fabio Pareschi, Gianluca Setti, Riccardo Rovatti, Mattia Luigi Torres, Marcella Carissimi, Marco Pasotti | 2023-01-01 | IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Combined_HW_SW_Drift_and_Variability_Mitigation_for_PCM-based_Analog_In-memory_Computing_for_Neural_Network_Applications_IRIS.pdf |
| Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing | Paolino, Carmine; Antolini, Alessio; Zavalloni, Francesco; Lico, Andrea; Franchi Scarselli, Eleon...ora; Mangia, Mauro; Marchioni, Alex; Pareschi, Fabio; Setti, Gianluca; Rovatti, Riccardo; Luigi Torres, Mattia; Carissimi, Marcella; Pasotti, Marco | 2023-01-01 | JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS | - | 1.01 Articolo in rivista | jlpea-13-00017.pdf |