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Cristiano 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
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
NREM and REM: cognitive and energetic effects in thalamo-cortical sleeping and awake spiking model. CoRR abs/2211.06889 (2022) - 2021
- [j2]Bruno Golosio
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
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
Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation. Neural Comput. 31(4) (2019) - [c1]Francesco Simula
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
Real-time cortical simulations: energy and interconnect scaling on distributed systems. CoRR abs/1812.04974 (2018)
Coauthor Index
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