Cristiano Capone

According to our database, Cristiano Capone authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neuromorphic dreaming: A pathway to efficient learning in artificial agents.

Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri

CoRR, 2024

Learning fast changing slow in spiking neural networks.

Cristiano Capone, Paolo Muratore

CoRR, 2024

2022

Error-based or target-based? A unified framework for learning in recurrent spiking networks.

Cristiano Capone, Paolo Muratore, Pier Stanislao Paolucci

PLoS Comput. Biol., 2022

NREM and REM: cognitive and energetic effects in thalamo-cortical sleeping and awake spiking model.

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

CoRR, 2022

Towards biologically plausible Dreaming and Planning.

Cristiano Capone, Pier Stanislao Paolucci

CoRR, 2022

Burst-Dependent Plasticity and Dendritic Amplification Support Target-Based Learning and Hierarchical Imitation Learning.

Cristiano Capone, Cosimo Lupo, Paolo Muratore, Pier Stanislao Paolucci

Proceedings of the International Conference on Machine Learning, 2022

2021

Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep.

Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci

PLoS Comput. Biol., 2021

2020

Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience.

Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci

CoRR, 2020

2019

Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation.

Matteo di Volo, Alberto Romagnoni, Cristiano Capone, Alain Destexhe

Neural Comput., 2019

Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections.

Elena Pastorelli, Cristiano Capone, Francesco Simula, Maria V. Sanchez-Vives, Paolo Del Giudice, Maurizio Mattia, Pier Stanislao Paolucci

CoRR, 2019

Real-Time Cortical Simulations: Energy and Interconnect Scaling on Distributed Systems.

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

Proceedings of the 27th Euromicro International Conference on Parallel, 2019

2018

Sleep-like slow oscillations induce hierarchical memory association and synaptic homeostasis in thalamo-cortical simulations.

Cristiano Capone, Elena Pastorelli, Bruno Golosio, Pier Stanislao Paolucci

CoRR, 2018