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Nicola Lepri
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Accurate program/verify schemes of resistive switching memory (RRAM) for in-memory neural network circuits
V Milo, A Glukhov, E Pérez, C Zambelli, N Lepri, MK Mahadevaiah, ...
IEEE Transactions on Electron Devices 68 (8), 3832-3837, 2021
722021
In-memory computing with emerging memory devices: Status and outlook
P Mannocci, M Farronato, N Lepri, L Cattaneo, A Glukhov, Z Sun, ...
APL Machine Learning 1 (1), 2023
312023
Modeling and compensation of IR drop in crosspoint accelerators of neural networks
N Lepri, M Baldo, P Mannocci, A Glukhov, V Milo, D Ielmini
IEEE Transactions on Electron Devices 69 (3), 1575-1581, 2022
192022
In-memory computing for machine learning and deep learning
N Lepri, A Glukhov, L Cattaneo, M Farronato, P Mannocci, D Ielmini
IEEE Journal of the Electron Devices Society, 2023
72023
Mitigating read-program variation and IR drop by circuit architecture in RRAM-based neural network accelerators
N Lepri, A Glukhov, D Ielmini
2022 IEEE International Reliability Physics Symposium (IRPS), 3C. 2-1-3C. 2-6, 2022
72022
Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators
A Glukhov, V Milo, A Baroni, N Lepri, C Zambelli, P Olivo, E Pérez, ...
2022 IEEE International Reliability Physics Symposium (IRPS), 3C. 3-1-3C. 3-7, 2022
62022
Status and challenges of in-memory computing for neural accelerators
D Ielmini, N Lepri, P Mannocci, A Glukhov
2022 International Symposium on VLSI Technology, Systems and Applications …, 2022
42022
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips
X Iturbe, N Abderrahmane, J Abella, S Alcaide, E Beyne, HP Charles, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
32023
In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime
N Lepri, P Gibertini, P Mannocci, A Pirovano, I Tortorelli, P Fantini, ...
2023 IEEE International Memory Workshop (IMW), 1-4, 2023
22023
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays
A Glukhov, N Lepri, V Milo, A Baroni, C Zambelli, P Olivo, E Pérez, ...
2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration …, 2022
12022
Compact Modeling and Mitigation of Parasitics in Crosspoint Accelerators of Neural Networks
N Lepri, A Glukhov, P Mannocci, M Porzani, D Ielmini
IEEE Transactions on Electron Devices, 2024
2024
Binary‐Stochasticity‐Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better‐than‐Software Accuracy
Y Li, W Wang, M Wang, C Dou, Z Ma, H Zhou, P Zhang, N Lepri, X Zhang, ...
Advanced Intelligent Systems 6 (1), 2300399, 2024
2024
Enhancing reliability of a strong physical unclonable function (PUF) solution based on virgin-state phase change memory (PCM)
L Cattaneo, M Baldo, N Lepri, F Sancandi, M Borghi, E Petroni, A Serafini, ...
2023 IEEE International Reliability Physics Symposium (IRPS), 1-6, 2023
2023
Cross-point memory arrays: selection devices and circuit simulation
N Lepri
politesi.polimi.it, 2020
2020
RECENT PROGRESSES OF IN-MEMORY COMPUTING: MATERIALS, DEVICES AND ARCHITECTURES
D Ielmini, F Sancandi, M Farronato, S Hashemkhani, S Ricci, M Baldo, ...
BOOK OF ABSTRACTS, 23, 0
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