Alessio Antolini

Combined HW/SW Drift and Variability Mitigation for PCM-Based Analog In-Memory Computing for Neural Network Applications

Alessio Antolini, Carmine Paolino, Francesco Zavalloni et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2023 · 32 citations · Full text

Variability Mitigation, Engineering, Machine Learning +17

Characterization and Programming Algorithm of Phase Change Memory Cells for Analog In-Memory Computing

Alessio Antolini, Eleonora Franchi Scarselli, A. Gnudi et al. · Materials · 2021 · 20 citations · Full text

Non-volatile Memory, Electrical Engineering, Analog In-memory Computing +13

A Readout Scheme for PCM-Based Analog In-Memory Computing With Drift Compensation Through Reference Conductance Tracking

Alessio Antolini, Andrea Lico, Francesco Zavalloni et al. · IEEE Open Journal of the Solid-State Circuits Society · 2024 · 20 citations · Full text

Phase Change Memories in Smart Sensing Solutions for Structural Health Monitoring

Said Quqa, Alessio Antolini, Eleonora Franchi Scarselli et al. · Journal of Computing in Civil Engineering · 2022 · 14 citations · Full text

Smart Devices, Non-volatile Memory, Smart Sensor +19

An embedded PCM Peripheral Unit adding Analog MAC In-Memory Computing Feature addressing Non-linearity and Time Drift Compensation

Alessio Antolini, Andrea Lico, Eleonora Franchi Scarselli et al. · ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC) · 2022 · 13 citations · Full text

Non-volatile Memory, Engineering, Emerging Memory Technology +17