Search Results - "Zavalloni, Francesco"

A Readout Scheme for PCM-Based Analog In-Memory Computing With Drift Compensation Through Reference Conductance Tracking by Antolini, Alessio, Lico, Andrea, Zavalloni, Francesco, Scarselli, Eleonora Franchi, Gnudi, Antonio, Torres, Mattia Luigi, Canegallo, Roberto, Pasotti, Marco

“…This article presents a readout scheme for analog in-memory computing (AIMC) based on an embedded phase-change memory (ePCM). Conductance time drift is…”
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Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing by 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

“…Analog In-Memory computing (AIMC) is a novel paradigm looking for solutions to prevent the unnecessary transfer of data by distributing computation within…”
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Controlled Acceleration of PCM Cells Time Drift Through On-Chip Current-Induced Annealing for AIMC Multilevel MVM Computation by Antolini, Alessio, Zavalloni, Francesco, Lico, Andrea, Vignali, Riccardo, Iannelli, Luca, Zurla, Riccardo, Bertolini, Jacopo, Calvetti, Emanuela, Pasotti, Marco, Scarselli, Eleonora Franchi, Cabrini, Alessandro

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Combined HW/SW Drift and Variability Mitigation for PCM-based Analog In-memory Computing for Neural Network Applications by 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

“…Matrix-Vector Multiplications (MVMs) represent a heavy workload for both training and inference in Deep Neural Networks (DNNs) applications. Analog In-memory…”
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