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 | 112 | 2009 |
Diverse population-bursting modes of adapting spiking neurons G Gigante, M Mattia, PD Giudice Physical Review Letters 98 (14), 148101, 2007 | 86 | 2007 |
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 | 56 | 2008 |
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 | 34 | 2021 |
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 | 31 | 2015 |
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 | 27 | 2015 |
Frequency-dependent response properties of adapting spiking neurons G Gigante, P Del Giudice, M Mattia Mathematical biosciences 207 (2), 336-351, 2007 | 26 | 2007 |
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 | 12 | 2018 |
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 | 12 | 2012 |
A novel network approach to multiscale biological regulation G Gigante, A Giuliani, M Mattia Cell Systems 14 (3), 177-179, 2023 | 5 | 2023 |
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 | 2 | 2017 |
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 | 1 | 2022 |
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 | 1 | 2022 |
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 | | |