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.
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.
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.