Follow
Octavian Melnic
Octavian Melnic
Verified email at polimi.it
Title
Cited by
Cited by
Year
Unsupervised learning to overcome catastrophic forgetting in neural networks
I Munoz-Martin, S Bianchi, G Pedretti, O Melnic, S Ambrogio, D Ielmini
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 5 …, 2019
332019
A spiking recurrent neural network with phase-change memory neurons and synapses for the accelerated solution of constraint satisfaction problems
G Pedretti, P Mannocci, S Hashemkhani, V Milo, O Melnic, E Chicca, ...
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 6 …, 2020
312020
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
S Bianchi, I Muñoz-Martín, G Pedretti, O Melnic, S Ambrogio, D Ielmini
2019 Symposium on VLSI Technology, T172-T173, 2019
142019
A brain-inspired homeostatic neuron based on phase-change memories for efficient neuromorphic computing
I Muñoz-Martin, S Bianchi, S Hashemkhani, G Pedretti, O Melnic, D Ielmini
Frontiers in Neuroscience 15, 709053, 2021
112021
Modeling of virgin state and forming operation in embedded phase change memory (PCM)
M Baldo, O Melnic, M Scuderi, G Nicotra, M Borghi, E Petroni, A Motta, ...
2020 IEEE International Electron Devices Meeting (IEDM), 13.3. 1-13.3. 4, 2020
102020
A drift-resilient hardware implementation of neural accelerators based on phase change memory devices
I Muñoz-Martín, S Bianchi, O Melnic, AG Bonfanti, D Ielmini
IEEE Transactions on Electron Devices 68 (12), 6076-6081, 2021
62021
Monte Carlo model of resistance evolution in embedded PCM with Ge-rich GST
O Melnic, M Borghi, E Palumbo, P Zuliani, R Annunziata, D Ielmini
2019 Symposium on VLSI Technology, T64-T65, 2019
42019
A spiking recurrent neural network with phase change memory synapses for decision making
G Pedretti, V Milo, S Hashemkhani, P Mannocci, O Melnic, E Chicca, ...
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
32020
Modeling and Analysis of Virgin Ge-Rich GST Embedded Phase Change Memories
M Baldo, O Melnic, M Scudieri, G Nicotra, M Borghi, E Petroni, A Motta, ...
IEEE Transactions on Electron Devices 70 (3), 1055-1060, 2023
12023
Interaction between forming pulse and integration process flow in ePCM
M Baldo, E Petroni, L Laurin, G Samanni, O Melnic, D Ielmini, A Redaelli
2022 17th Conference on Ph. D Research in Microelectronics and Electronics …, 2022
12022
Ph. D. in Information Technology Thesis Defense
O MELNIC
Università degli Studi di Ferrara, 2022
2022
Characterization and modeling of embedded phase change memory devices
O Melnic
2021
Characterization and modeling of reliability in embedded PCM devices
O MELNIC
Politecnico di Milano, 2016
2016
The system can't perform the operation now. Try again later.
Articles 1–13