Giacomo Pedretti
Giacomo Pedretti
Postdoctoral Research Associate, Hewlett Packard Laboratories
Verified email at hpe.com
Title
Cited by
Cited by
Year
Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses
W Wang, G Pedretti, V Milo, R Carboni, A Calderoni, N Ramaswamy, ...
Science advances 4 (9), eaat4752, 2018
1052018
Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
G Pedretti, V Milo, S Ambrogio, R Carboni, S Bianchi, A Calderoni, ...
Scientific reports 7 (1), 1-10, 2017
1052017
Solving matrix equations in one step with cross-point resistive arrays
Z Sun, G Pedretti, E Ambrosi, A Bricalli, W Wang, D Ielmini
Proceedings of the National Academy of Sciences 116 (10), 4123-4128, 2019
882019
Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity
V Milo, G Pedretti, R Carboni, A Calderoni, N Ramaswamy, S Ambrogio, ...
2016 IEEE International Electron Devices Meeting (IEDM), 16.8. 1-16.8. 4, 2016
632016
Stochastic learning in neuromorphic hardware via spike timing dependent plasticity with RRAM synapses
G Pedretti, V Milo, S Ambrogio, R Carboni, S Bianchi, A Calderoni, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017
322017
Analog content-addressable memories with memristors
C Li, CE Graves, X Sheng, D Miller, M Foltin, G Pedretti, JP Strachan
Nature communications 11 (1), 1-8, 2020
262020
One-step regression and classification with cross-point resistive memory arrays
Z Sun, G Pedretti, A Bricalli, D Ielmini
Science advances 6 (5), eaay2378, 2020
252020
Brain‐Inspired Structural Plasticity through Reweighting and Rewiring in Multi‐Terminal Self‐Organizing Memristive Nanowire Networks
G Milano, G Pedretti, M Fretto, L Boarino, F Benfenati, D Ielmini, I Valov, ...
Advanced Intelligent Systems 2 (8), 2000096, 2020
24*2020
Device and Circuit Architectures for In‐Memory Computing
D Ielmini, G Pedretti
Advanced Intelligent Systems 2 (7), 2000040, 2020
232020
Computing of temporal information in spiking neural networks with ReRAM synapses
W Wang, G Pedretti, V Milo, R Carboni, A Calderoni, N Ramaswamy, ...
Faraday discussions 213, 453-469, 2019
222019
Modeling-based design of brain-inspired spiking neural networks with RRAM learning synapses
G Pedretti, S Bianchi, V Milo, A Calderoni, N Ramaswamy, D Ielmini
2017 IEEE International Electron Devices Meeting (IEDM), 28.1. 1-28.1. 4, 2017
202017
In-memory PageRank accelerator with a cross-point array of resistive memories
Z Sun, E Ambrosi, G Pedretti, A Bricalli, D Ielmini
IEEE Transactions on Electron Devices 67 (4), 1466-1470, 2020
162020
A spiking recurrent neural network with phase-change memory neurons and synapses for the accelerated solution of constraint satisfaction problems
G Pedretti, P Mannocci, S Hashemkhani, V Milo, O Melnic, E Chicca, ...
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 6 …, 2020
142020
Unsupervised learning to overcome catastrophic forgetting in neural networks
I Muñoz-Martín, S Bianchi, G Pedretti, O Melnic, S Ambrogio, D Ielmini
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019
142019
A 4-transistors/1-resistor hybrid synapse based on resistive switching memory (RRAM) capable of spike-rate-dependent plasticity (SRDP)
V Milo, G Pedretti, R Carboni, A Calderoni, N Ramaswamy, S Ambrogio, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (12 …, 2018
142018
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks
V Milo, G Pedretti, M Laudato, A Bricalli, E Ambrosi, S Bianchi, E Chicca, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
92018
Time complexity of in-memory solution of linear systems
Z Sun, G Pedretti, P Mannocci, E Ambrosi, A Bricalli, D Ielmini
IEEE Transactions on Electron Devices 67 (7), 2945-2951, 2020
72020
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
S Bianchi, I Munoz-Martin, G Pedretti, O Melnic, S Ambrogio, D Ielmini
2019 Symposium on VLSI Technology, T172-T173, 2019
72019
In‐Memory Eigenvector Computation in Time O(1)
Z Sun, G Pedretti, E Ambrosi, A Bricalli, D Ielmini
Advanced Intelligent Systems 2 (8), 2000042, 2020
62020
A volatile RRAM synapse for neuromorphic computing
E Covi, YH Lin, W Wang, T Stecconi, V Milo, A Bricalli, E Ambrosi, ...
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
62019
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Articles 1–20