PEDRETTI, GIACOMO
PEDRETTI, GIACOMO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP)
2018-01-01 Milo, V.; Pedretti, G.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Ambrogio, S.; Ielmini, D.
Analogue In-Memory Computing with Resistive Switching Memories
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
A bio-inspired recurrent neural network with self-adaptive neurons and PCM synapses for solving reinforcement learning tasks
2020-01-01 Bianchi, S.; Muñoz Martín, I.; Hashemkhani, S.; Pedretti, G.; Ielmini, D.
A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing
2021-01-01 Munoz-Martin, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Melnic, O.; Ielmini, D.
Brain-inspired neuromorphic computing with phase change memory (PCM) synapses
2017-01-01 Laudato, M.; Pedretti, G.; Ielmini, D.
Brain‐Inspired Structural Plasticity through Reweighting and Rewiring in Multi‐Terminal Self‐Organizing Memristive Nanowire Networks
2020-01-01 Milano, Gianluca; Pedretti, Giacomo; Fretto, Matteo; Boarino, Luca; Benfenati, Fabio; Ielmini, Daniele; Valov, Ilia; Ricciardi, Carlo
CIRCUITO DI RISOLUZIONE DI PROBLEMI MATEMATICI COMPRENDENTE ELEMENTI RESISTIVI
2017-01-01 Ielmini, D.; Sun, Z.; Pedretti, G.
A Compact Model for Stochastic Spike-Timing-Dependent Plasticity (STDP) Based on Resistive Switching Memory (RRAM) Synapses
2020-01-01 Bianchi, Stefano; Pedretti, Giacomo; Munoz-Martin, Irene; Calderoni, Alessandro; Ramaswamy, Nirmal; Ambrogio, Stefano; Ielmini, Daniele
Computing of temporal information in spiking neural networks with ReRAM synapses
2019-01-01 Wang, W.; Pedretti, G.; Milo, V.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Spinelli, A. S.; Ielmini, D.
Computing with nonvolatile memories for artificial intelligence
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
Conductance variations and their impact on the precision of in-memory computing with resistive switching memory (RRAM)
2021-01-01 Pedretti, G.; Ambrosi, E.; Ielmini, D.
Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity
2016-01-01 Milo, V.; Pedretti, G.; Carboni, R.; Calderoni, A.; Ramaswamy, N.; Ambrogio, S.; Ielmini, D.
Device and Circuit Architectures for In‐Memory Computing
2020-01-01 Ielmini, Daniele; Pedretti, Giacomo
Dispositivo basato su nanofili per l’implementazione di un reservoir per una rete neurale
2021-01-01 Ricciardi, C.; Montano, K.; Milano, G.; Ielmini, D.; Pedretti, G.
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
2019-01-01 Bianchi, S.; Munoz-Martin, I.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D.
Fast solution of linear systems with analog resistive switching memory (RRAM)
2019-01-01 Sun, Z.; Pedretti, G.; Ielmini, D.
Hardware implementation of PCM-based neurons with self-regulating threshold for homeostatic scaling in unsupervised learning
2020-01-01 Muñoz Martín, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Ielmini, D.
In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks
2021-01-01 Milano, G.; Pedretti, G.; Montano, K.; Ricci, S.; Hashemkhani, S.; Boarino, L.; Ielmini, D.; Ricciardi, C.
In-memory computing with resistive memory circuits: Status and outlook
2021-01-01 Pedretti, G.; Ielmini, D.
In-Memory PageRank Accelerator With a Cross-Point Array of Resistive Memories
2020-01-01 Sun, Zhong; Ambrosi, Elia; Pedretti, Giacomo; Bricalli, Alessandro; Ielmini, Daniele