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.
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.
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
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems
2020-01-01 Pedretti, G.; Mannocci, P.; Hashemkhani, S.; Milo, V.; Melnic, O.; Chicca, E.; Ielmini, D.
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.
A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors
2021-01-01 Mannocci, Piergiulio; Pedretti, Giacomo; Giannone, Elisabetta; Melacarne, Enrico; Sun, Zhong; Ielmini, Daniele
A volatile RRAM synapse for neuromorphic computing
2019-01-01 Covi, E.; Ielmini, D.; Lin, Y. -H.; Wang, W.; Stecconi, T.; Milo, V.; Bricalli, A.; Ambrosi, E.; Pedretti, G.; Tseng, T. -Y.
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
Analogue In-Memory Computing with Resistive Switching Memories
2022-01-01 Pedretti, Giacomo; Ielmini, Daniele
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.
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.