MILO, VALERIO
MILO, VALERIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
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 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.
Attractor networks and associative memories with STDP learning in RRAM synapses
2017-01-01 Milo, V.; Ielmini, D.; Chicca, E.
Brain-inspired recurrent neural network with plastic RRAM synapses
2018-01-01 Milo, Valerio; Chicca, Elisabetta; 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.
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.
End-to-end modeling of variability-aware neural networks based on resistive-switching memory arrays
2022-01-01 Glukhov, A; Lepri, N; Milo, V; Baroni, A; Zambelli, C; Olivo, P; Perez, E; Wenger, C; Ielmini, D
Low-energy inference machine with multilevel HfO2 RRAM arrays
2019-01-01 Milo, V.; Zambelli, C.; Olivo, P.; Perez, E.; Ossorio, O. G.; Wenger, C.; Ielmini, D.
Modeling-based design of brain-inspired spiking neural networks with RRAM learning synapses
2017-01-01 Pedretti, G.; Bianchi, S.; Milo, V.; Calderoni, A.; Ramaswamy, N.; Ielmini, D.
Novel RRAM-enabled 1T1R synapse capable of low-power STDP via burst-mode communication and real-Time unsupervised machine learning
2016-01-01 Ambrogio, S.; Balatti, S.; Milo, V.; Carboni, R.; Wang, Z.; Calderoni, A.; Ramaswamy, N.; Ielmini, D.
Optimized programming algorithms for multilevel RRAM in hardware neural networks
2021-01-01 Milo, V.; Anzalone, F.; Zambelli, C.; Perez, E.; Mahadevaiah, M. K.; Ossorio, O. G.; Olivo, P.; Wenger, C.; Ielmini, D.
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks
2018-01-01 Milo, Valerio; Pedretti, Giacomo; Laudato, M.; Bricalli, Alessandro; Ambrosi, Elia; Bianchi, Stefano; Chicca, Elisabetta; Ielmini, D.
Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators
2022-01-01 Glukhov, A.; Milo, V.; Baroni, A.; Lepri, N.; Zambelli, C.; Olivo, P.; Perez, E.; Wenger, C.; Ielmini, D.