CARBONI, ROBERTO
CARBONI, ROBERTO
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 compact model of stochastic switching in STT magnetic RAM for memory and computing
2019-01-01 Carboni, R.; Vernocchi, E.; Siddik, M.; Harms, J.; Lyle, A.; Sandhu, G.; Ielmini, D.
A Physics-Based Compact Model of Stochastic Switching in Spin-Transfer Torque Magnetic Memory
2019-01-01 Carboni, Roberto; Vernocchi, Elena; Siddik, Manzar; Harms, Jon; Lyle, Andy; Sandhu, Gurtej; Ielmini, Daniele
Applications of Resistive Switching Memory as Hardware Security Primitive
2020-01-01 Carboni, R.; Ielmini, D.
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.
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.
Modeling of Breakdown-Limited Endurance in Spin-Transfer Torque Magnetic Memory under Pulsed Cycling Regime
2018-01-01 Carboni, Roberto; Ambrogio, Stefano; Chen, Wei; Siddik, Manzar; Harms, Jon; Lyle, Andy; Kula, Witold; Sandhu, Gurtej; Ielmini, Daniele
Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM
2016-01-01 Ambrogio, Stefano; Balatti, Simone; Milo, Valerio; Carboni, Roberto; Wang, Zhong Qiang; Calderoni, Alessandro; Ramaswamy, Nirmal; Ielmini, Daniele
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.
Physical Unbiased Generation of Random Numbers With Coupled Resistive Switching Devices
2016-01-01 Balatti, Simone; Ambrogio, Stefano; Carboni, Roberto; Milo, Valerio; Wang, Zhongqiang; Calderoni, A.; Ramaswamy, N.; Ielmini, Daniele
Random number generation by differential read of stochastic switching in spin-transfer torque memory
2018-01-01 Carboni, Roberto; Chen, Wei; Siddik, Manzar; Harms, Jon; Lyle, Andy; Kula, Witold; Sandhu, Gurtej; Ielmini, Daniele
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
Stochastic Memory Devices for Security and Computing
2019-01-01 Carboni, R.; Ielmini, D.
Understanding cycling endurance in perpendicular spin-transfer torque (p-STT) magnetic memory
2016-01-01 Carboni, R.; Ambrogio, S.; Chen, W.; Siddik, M.; Harms, J.; Lyle, A.; Kula, W.; Sandhu, G.; Ielmini, D.