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 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 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
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
Device and Circuit Architectures for In‐Memory Computing
2020-01-01 Ielmini, Daniele; Pedretti, Giacomo
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
In‐Memory Eigenvector Computation in Time O (1)
2020-01-01 Sun, Zhong; Pedretti, Giacomo; Ambrosi, Elia; Bricalli, Alessandro; Ielmini, Daniele
Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses
2018-01-01 Wang, Wei; Pedretti, Giacomo; Milo, Valerio; Carboni, Roberto; Calderoni, Alessandro; Ramaswamy, Nirmal; Spinelli, Alessandro S; Ielmini, Daniele
Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
2017-01-01 Pedretti, G.; Milo, V.; Ambrogio, S.; Carboni, R.; Bianchi, S.; Calderoni, A.; Ramaswamy, N.; Sottocornola Spinelli, A.; Ielmini, D.
Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories
2020-01-01 Wang, Wei; Covi, Erika; Milozzi, Alessandro; Farronato, Matteo; Ricci, Saverio; Sbandati, Caterina; Pedretti, Giacomo; Ielmini, Daniele
One-step regression and classification with cross-point resistive memory arrays
2020-01-01 Sun, Z.; Pedretti, G.; Bricalli, A.; Ielmini, D.
Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques
2021-01-01 Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D.
Redundancy and Analog Slicing for Precise In-Memory Machine Learning--Part II: Applications and Benchmark
2021-01-01 Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D.
Solving matrix equations in one step with cross-point resistive arrays
2019-01-01 Sun, Z.; Pedretti, G.; Ambrosi, E.; Bricalli, A.; Wang, W.; Ielmini, D.
Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity with RRAM Synapses
2018-01-01 Pedretti, Giacomo; Milo, Valerio; Ambrogio, Stefano; Carboni, Roberto; Bianchi, Stefano; Calderoni, Alessandro; Ramaswamy, Nirmal; Spinelli, Alessandro S.; Ielmini, Daniele
Time Complexity of In-Memory Solution of Linear Systems
2020-01-01 Sun, Zhong; Pedretti, Giacomo; Mannocci, Piergiulio; Ambrosi, Elia; Bricalli, Alessandro; Ielmini, Daniele