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Guido Gigante
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Year
Bistable perception modeled as competing stochastic integrations at two levels
G Gigante, M Mattia, J Braun, P Del Giudice
PLoS computational biology 5 (7), e1000430, 2009
1052009
Diverse population-bursting modes of adapting spiking neurons
G Gigante, M Mattia, P Del Giudice
Physical Review Letters 98 (14), 148101, 2007
852007
A fluctuation-driven mechanism for slow decision processes in reverberant networks
D Martí, G Deco, M Mattia, G Gigante, P Del Giudice
PloS one 3 (7), e2534, 2008
542008
Network events on multiple space and time scales in cultured neural networks and in a stochastic rate model
G Gigante, G Deco, S Marom, P Del Giudice
PLoS computational biology 11 (11), e1004547, 2015
312015
Inferring synaptic structure in presence of neural interaction time scales
C Capone, C Filosa, G Gigante, F Ricci-Tersenghi, P Del Giudice
PloS one 10 (3), e0118412, 2015
272015
Exploiting multiple timescales in hierarchical echo state networks
L Manneschi, MOA Ellis, G Gigante, AC Lin, P Del Giudice, E Vasilaki
Frontiers in Applied Mathematics and Statistics 6, 616658, 2021
262021
Frequency-dependent response properties of adapting spiking neurons
G Gigante, P Del Giudice, M Mattia
Mathematical biosciences 207 (2), 336-351, 2007
262007
Spontaneous activity emerging from an inferred network model captures complex spatio-temporal dynamics of spike data
C Capone, G Gigante, P Del Giudice
Scientific reports 8 (1), 17056, 2018
122018
Learning selective top-down control enhances performance in a visual categorization task
M Pannunzi, G Gigante, M Mattia, G Deco, S Fusi, P Del Giudice
Journal of Neurophysiology 108 (11), 3124-3137, 2012
112012
A novel network approach to multiscale biological regulation
G Gigante, A Giuliani, M Mattia
Cell Systems 14 (3), 177-179, 2023
42023
Density-based clustering: A ‘landscape view’of multi-channel neural data for inference and dynamic complexity analysis
G Baglietto, G Gigante, P Del Giudice
Plos one 12 (4), e0174918, 2017
22017
Reconstruction of the temporal correlation network of all-cause mortality fluctuation across Italian regions: The importance of temperature and among-nodes flux
G Gigante, A Giuliani
Entropy 25 (1), 21, 2022
12022
Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy
L Manneschi, G Gigante, E Vasilaki, P Del Giudice
PLoS Computational Biology 18 (8), e1009393, 2022
12022
The challenge of complexity in the big data era: strategy and tactic for a multidisciplinary approach to the Istituto Superiore di Sanità-the National Institute of Health in Italy.
C Bossa, RV Gagliardi, A Giuliani, O Tcheremenskaia, I Branchi, B Caccia, ...
2023
The challenge of complexity in the Big Data era: how to ride the wave of highdimensional data revolution
C Bossa, I Branchi, B Caccia, E Cisbani, C Daniele, G D’Avenio, ...
Annali dell'Istituto Superiore di Sanità 58 (3), 151-153, 2022
2022
Spontaneous activity emerging from an inferred network model captures complex temporal dynamics of spiking data
C Capone, G Gigante, P Del Giudice
arXiv preprint arXiv:1804.00153, 2018
2018
Stochastic networks of adapting spiking neurons: oscillations, bursts and resonant properties
G Gigante
2006
Frequency-dependent response properties
G Gigante, P Del Giudice, M Mattia
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Articles 1–18