Characterization and Programming Algorithm of Phase Change Memory Cells for Analog In-Memory Computing
Antolini, Alessio, Franchi Scarselli, Eleonora, Gnudi, Antonio, Carissimi, Marcella, Pasotti, Marco, Romele, Paolo, Canegallo, Roberto
Published in Materials (26.03.2021)
Published in Materials (26.03.2021)
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Journal Article
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, Antonio, Torres, Mattia Luigi, Canegallo, Roberto, Pasotti, Marco
Published in IEEE open journal of solid-state circuits (2024)
Published in IEEE open journal of solid-state circuits (2024)
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Journal Article
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, Eleonora, Mangia, Mauro, Marchioni, Alex, Pareschi, Fabio, Setti, Gianluca, Rovatti, Riccardo, Luigi Torres, Mattia, Carissimi, Marcella, Pasotti, Marco
Published in Journal of low power electronics and applications (01.03.2023)
Published in Journal of low power electronics and applications (01.03.2023)
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Journal Article
Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications
Antolini, Alessio, Paolino, Carmine, Zavalloni, Francesco, Lico, Andrea, Scarselli, Eleonora Franchi, Mangia, Mauro, Pareschi, Fabio, Setti, Gianluca, Rovatti, Riccardo, Torres, Mattia Luigi, Carissimi, Marcella, Pasotti, Marco
Published in IEEE journal on emerging and selected topics in circuits and systems (01.03.2023)
Published in IEEE journal on emerging and selected topics in circuits and systems (01.03.2023)
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Journal Article
Phase-Change Memory in Neural Network Layers with Measurements-based Device Models
Paolino, Carmine, Antolini, Alessio, Pareschi, Fabio, Mangia, Mauro, Rovatti, Riccardo, Scarselli, Eleonora Franchi, Setti, Gianluca, Canegallo, Roberto, Carissimi, Marcella, Pasotti, Marco
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
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Conference Proceeding
Compressed Sensing by Phase Change Memories: Coping with Encoder non-Linearities
Paolino, Carmine, Antolini, Alessio, Pareschi, Fabio, Mangia, Mauro, Rovatti, Riccardo, Scarselli, Eleonora Franchi, Gnudi, Antonio, Setti, Gianluca, Canegallo, Roberto, Carissimi, Marcella, Pasotti, Marco
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
Phase-change memory cells characterization in an analog in-memory computing perspective
Antolini, Alessio, Lico, Andrea, Scarselli, Eleonora Franchi, Carissimi, Marcella, Pasotti, Marco
Published in 2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) (12.06.2022)
Published in 2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) (12.06.2022)
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Conference Proceeding
An embedded PCM Peripheral Unit adding Analog MAC In-Memory Computing Feature addressing Non-linearity and Time Drift Compensation
Antolini, Alessio, Lico, Andrea, Scarselli, Eleonora Franchi, Gnudi, Antonio, Perilli, Luca, Torres, Mattia Luigi, Carissimi, Marcella, Pasotti, Marco, Canegallo, Roberto Antonio
Published in ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC) (19.09.2022)
Published in ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC) (19.09.2022)
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Conference Proceeding
In-memory computation system with drift compensation circuit
Pasotti, Marco, Lico, Andrea, Franchi Scarselli, Eleonora, Gnudi, Antonio, Carissimi, Marcella, Antolini, Alessio
Year of Publication 26.03.2024
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Year of Publication 26.03.2024
Patent
Compensated analog computation for an in-memory computation system
Romele, Paolo, Pasotti, Marco, Lico, Andrea, Franchi Scarselli, Eleonora, Gnudi, Antonio, Carissimi, Marcella, Antolini, Alessio
Year of Publication 06.02.2024
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Year of Publication 06.02.2024
Patent
COMPENSATED ANALOG COMPUTATION FOR AN IN-MEMORY COMPUTATION SYSTEM
ANTOLINI, Alessio, LICO, Andrea, ROMELE, Paolo, PASOTTI, Marco, GNUDI, Antonio, CARISSIMI, Marcella, FRANCHI SCARSELLI, Eleonora
Year of Publication 12.10.2023
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Year of Publication 12.10.2023
Patent
SIGNED AND BINARY WEIGHTED COMPUTATION FOR AN IN-MEMORY COMPUTATION SYSTEM
ANTOLINI, Alessio, LICO, Andrea, PASOTTI, Marco, GNUDI, Antonio, CARISSIMI, Marcella, FRANCHI SCARSELLI, Eleonora
Year of Publication 12.10.2023
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Year of Publication 12.10.2023
Patent
IN-MEMORY COMPUTATION SYSTEM WITH DRIFT COMPENSATION CIRCUIT
ANTOLINI, Alessio, LICO, Andrea, PASOTTI, Marco, GNUDI, Antonio, CARISSIMI, Marcella, FRANCHI SCARSELLI, Eleonora
Year of Publication 27.07.2023
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Year of Publication 27.07.2023
Patent