MANNOCCI, PIERGIULIO
MANNOCCI, PIERGIULIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making
2020-01-01 Pedretti, G.; Milo, V.; Hashemkhani, S.; Mannocci, P.; Melnic, O.; Chicca, E.; Ielmini, D.
Accelerating massive MIMO in 6G communications by analog in-memory computing circuits
2023-01-01 Mannocci, Piergiulio; Melacarne, Enrico; Pedretti, Giacomo; Villa, Corrado; Sancandi, Flavio; Spagnolini, Umberto; Ielmini, Daniele
An SRAM-based reconfigurable analog in-memory computing circuit for solving linear algebra problems
2023-01-01 Mannocci, P.; Melacarne, E.; Pezzoli, A.; Pedretti, G.; Villa, C.; Sancandi, F.; Spagnolini, U.; Ielmini, D.
An Ultrafast (< 200 ns) Sparse Solution Solver made by HfWOx/VOy Threshold Tunable Neurons
2023-01-01 Chen, Zirui; Zhou, Yue; Xu, Hanxi; Fu, Yaoyao; Li, Yi; He, Y.; Miao, X. -S.; Mannocci, Piergiulio; Ielmini, Daniele
Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition
2023-01-01 Mannocci, Piergiulio; Giannone, Elisabetta; Ielmini, Daniele
Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory
2022-01-01 Mannocci, Piergiulio; Baroni, Andrea; Melacarne, Enrico; Zambelli, Cristian; Olivo, Piero; Perez, Eduardo; Wenger, Christian; Ielmini, Daniele
In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime
2023-01-01 Lepri, N; Gibertini, P; Mannocci, P; Pirovano, A; Tortorelli, I; Fantini, P; Ielmini, D
Status and challenges of in-memory computing for neural accelerators
2022-01-01 Ielmini, D.; Lepri, N.; Mannocci, P.; Glukhov, A.