MELNIC, OCTAVIAN
MELNIC, OCTAVIAN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
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 Drift-Resilient Hardware Implementation of Neural Accelerators Based on Phase Change Memory Devices
2021-01-01 Munoz-Martin, I.; Bianchi, S.; Melnic, O.; Bonfanti, A. G.; Ielmini, D.
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 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.
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
2019-01-01 Bianchi, S.; Munoz-Martin, I.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D.
Interaction between forming pulse and integration process flow in ePCM
2022-01-01 Baldo, M; Petroni, E; Laurin, L; Samanni, G; Melnic, O; Ielmini, D; Redaelli, A
Modeling and Analysis of Virgin Ge-Rich GST Embedded Phase Change Memories
2023-01-01 Baldo, M.; Melnic, O.; Scudieri, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Laurin, L.; Redaelli, A.; Ielmini, D.
Modeling of virgin state and forming operation in embedded phase change memory (PCM)
2020-01-01 Baldo, M.; Melnic, O.; Scuderi, M.; Nicotra, G.; Borghi, M.; Petroni, E.; Motta, A.; Zuliani, P.; Redaelli, A.; Ielmini, D.
Monte Carlo model of resistance evolution in embedded PCM with Ge-rich GST
2019-01-01 Melnic, O.; Borghi, M.; Palumbo, E.; Zuliani, P.; Annunziata, R.; Ielmini, D.
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks
2019-01-01 Munoz-Martin, I.; Bianchi, S.; Pedretti, G.; Melnic, O.; Ambrogio, S.; Ielmini, D.