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ORCIDCristiano Capone
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2020 – today
- 2024
[j4]Cristiano Capone
, Paolo Muratore:
Learning fast while changing slow in spiking neural networks. Neuromorph. Comput. Eng. 4(3): 34002 (2024)- [i8]Cristiano Capone, Paolo Muratore:
Learning fast changing slow in spiking neural networks. CoRR abs/2402.10069 (2024) - [i7]Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri:
Neuromorphic dreaming: A pathway to efficient learning in artificial agents. CoRR abs/2405.15616 (2024) - 2022
- [j3]Cristiano Capone, Paolo Muratore, Pier Stanislao Paolucci:
Error-based or target-based? A unified framework for learning in recurrent spiking networks. PLoS Comput. Biol. 18(6) (2022) - [c2]Cristiano Capone, Cosimo Lupo, Paolo Muratore, Pier Stanislao Paolucci:
Burst-Dependent Plasticity and Dendritic Amplification Support Target-Based Learning and Hierarchical Imitation Learning. ICML 2022: 2625-2637 - [i6]Cristiano Capone, Pier Stanislao Paolucci:
Towards biologically plausible Dreaming and Planning. CoRR abs/2205.10044 (2022) - [i5]Leonardo Tonielli, Chiara De Luca, Elena Pastorelli, Cristiano Capone, Francesco Simula, Cosimo Lupo, Irene Bernava, Giulia De Bonis, Gianmarco Tiddia, Bruno Golosio, Pier Stanislao Paolucci:
NREM and REM: cognitive and energetic effects in thalamo-cortical sleeping and awake spiking model. CoRR abs/2211.06889 (2022) - 2021
- [j2]Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci:
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep. PLoS Comput. Biol. 17(6) (2021) - 2020
- [i4]Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci:
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience. CoRR abs/2003.11859 (2020)
2010 – 2019
- 2019
- [j1]Matteo di Volo, Alberto Romagnoni, Cristiano Capone, Alain Destexhe:
Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation. Neural Comput. 31(4) (2019) - [c1]Francesco Simula, Elena Pastorelli, Pier Stanislao Paolucci, Michele Martinelli, Alessandro Lonardo, Andrea Biagioni, Cristiano Capone, Fabrizio Capuani, Paolo Cretaro, Giulia De Bonis, Francesca Lo Cicero, Luca Pontisso, Piero Vicini, Roberto Ammendola:
Real-Time Cortical Simulations: Energy and Interconnect Scaling on Distributed Systems. PDP 2019: 283-290 - [i3]Elena Pastorelli, Cristiano Capone, Francesco Simula, Maria V. Sanchez-Vives, Paolo Del Giudice, Maurizio Mattia, Pier Stanislao Paolucci:
Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections. CoRR abs/1902.08410 (2019) - 2018
- [i2]Cristiano Capone, Elena Pastorelli, Bruno Golosio, Pier Stanislao Paolucci:
Sleep-like slow oscillations induce hierarchical memory association and synaptic homeostasis in thalamo-cortical simulations. CoRR abs/1810.10498 (2018) - [i1]Francesco Simula, Elena Pastorelli, Pier Stanislao Paolucci, Michele Martinelli, Alessandro Lonardo, Andrea Biagioni, Cristiano Capone, Fabrizio Capuani, Paolo Cretaro, Giulia De Bonis, Francesca Lo Cicero, Luca Pontisso, Piero Vicini, Roberto Ammendola:
Real-time cortical simulations: energy and interconnect scaling on distributed systems. CoRR abs/1812.04974 (2018)
Coauthor Index
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