Cristiano Capone

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Incremental Learning

Spiking Neural Networks

Biologically Plausible

Top Venues

PLoS Comput. Biol.

Publications

Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri
Neuromorphic dreaming: A pathway to efficient learning in artificial agents. CoRR (2024)
Cristiano Capone, Paolo Muratore
Learning fast changing slow in spiking neural networks. CoRR (2024)
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)
Cristiano Capone, Pier Stanislao Paolucci
Towards biologically plausible Dreaming and Planning. CoRR (2022)
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)
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 (2022)
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)
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 (2020)
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)
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 (2019)
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)
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 (2018)
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 (2018)