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Giacomo Pedretti
Giacomo Pedretti
Research Scientist, 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
1472018
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
1332017
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
1252019
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
702016
Device and circuit architectures for in‐memory computing
D Ielmini, G Pedretti
Advanced Intelligent Systems 2 (7), 2000040, 2020
552020
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
492020
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
47*2020
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
462020
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
352017
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
322020
In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks
G Milano, G Pedretti, K Montano, S Ricci, S Hashemkhani, L Boarino, ...
Nature Materials 21 (2), 195-202, 2022
272022
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
242019
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
232017
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
222020
Unsupervised learning to overcome catastrophic forgetting in neural networks
I Muńoz-Martín, S Bianchi, G Pedretti, O Melnic, S Ambrogio, D Ielmini
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019
202019
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
182018
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
172020
In-memory computing with resistive memory circuits: Status and outlook
G Pedretti, D Ielmini
Electronics 10 (9), 1063, 2021
162021
Neuromorphic motion detection and orientation selectivity by volatile resistive switching memories
W Wang, E Covi, A Milozzi, M Farronato, S Ricci, C Sbandati, G Pedretti, ...
Advanced Intelligent Systems 3 (4), 2000224, 2021
132021
Fast solution of linear systems with analog resistive switching memory (RRAM)
Z Sun, G Pedretti, D Ielmini
4th IEEE International Conference on Rebooting Computing, ICRC 2019, 1-5, 2019
122019
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