Cristiano Capone

19 papers A* 1C 1Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive behavior with stable synapses.
Neural Networks
Cristiano Capone, Luca Falorsi
2026 J jnl
Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition.
CoRR
Nia Touko, Matthew O. A. Ellis, Cristiano Capone, Alessio Burrello, Elisa Donati, Luca Manneschi
2026 J jnl
Training slow silicon neurons to control extremely fast robots with spiking reinforcement learning.
CoRR
Irene Ambrosini, Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Luna Gava, Giacomo Indiveri, Chiara De Luca, Chiara Bartolozzi
2026 J jnl
Unified Policy Value Decomposition for Rapid Adaptation.
CoRR
Cristiano Capone, Luca Falorsi, Andrea Ciardiello, Luca Manneschi
2025 J jnl
Neuromorphic dreaming as a pathway to efficient learning in artificial agents.
Neuromorph. Comput. Eng.
Ingo Blakowski, Dmitrii Zendrikov, Giacomo Indiveri, Cristiano Capone
2024 J jnl
Learning fast changing slow in spiking neural networks.
CoRR
Cristiano Capone, Paolo Muratore
2024 J jnl
Learning fast while changing slow in spiking neural networks.
Neuromorph. Comput. Eng.
Cristiano Capone, Paolo Muratore
2024 J jnl
Neuromorphic dreaming: A pathway to efficient learning in artificial agents.
CoRR
Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri
2022 A* conf
Burst-Dependent Plasticity and Dendritic Amplification Support Target-Based Learning and Hierarchical Imitation Learning.
ICML
Cristiano Capone, Cosimo Lupo, Paolo Muratore, Pier Stanislao Paolucci
2022 J jnl
Error-based or target-based? A unified framework for learning in recurrent spiking networks.
PLoS Comput. Biol.
Cristiano Capone, Paolo Muratore, Pier Stanislao Paolucci
2022 J jnl
NREM and REM: cognitive and energetic effects in thalamo-cortical sleeping and awake spiking model.
CoRR
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
2022 J jnl
Towards biologically plausible Dreaming and Planning.
CoRR
Cristiano Capone, Pier Stanislao Paolucci
2021 J jnl
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep.
PLoS Comput. Biol.
Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci
2020 J jnl
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience.
CoRR
Bruno Golosio, Chiara De Luca, Cristiano Capone, Elena Pastorelli, Giovanni Stegel, Gianmarco Tiddia, Giulia De Bonis, Pier Stanislao Paolucci
2019 J jnl
Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation.
Neural Comput.
Matteo di Volo, Alberto Romagnoni, Cristiano Capone, Alain Destexhe
2019 C conf
Real-Time Cortical Simulations: Energy and Interconnect Scaling on Distributed Systems.
PDP
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
2019 J jnl
Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections.
CoRR
Elena Pastorelli, Cristiano Capone, Francesco Simula, Maria V. Sanchez-Vives, Paolo Del Giudice, Maurizio Mattia, Pier Stanislao Paolucci
2018 J jnl
Real-time cortical simulations: energy and interconnect scaling on distributed systems.
CoRR
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
2018 J jnl
Sleep-like slow oscillations induce hierarchical memory association and synaptic homeostasis in thalamo-cortical simulations.
CoRR
Cristiano Capone, Elena Pastorelli, Bruno Golosio, Pier Stanislao Paolucci