Search Results for author: Guido Gigante

Found 2 papers, 1 papers with code

Reconstruction of the temporal correlation network of all-cause mortality fluctuation across Italian regions: the importance of temperature and among-nodes flux

1 code implementation22 Nov 2022 Guido Gigante, Alessandro Giuliani

All-cause mortality is a very coarse grain, albeit very reliable, index to check the health implications of lifestyle determinants, systemic threats and socio-demographic factors.

Exploiting Multiple Timescales in Hierarchical Echo State Networks

no code implementations11 Jan 2021 Luca Manneschi, Matthew O. A. Ellis, Guido Gigante, Andrew C. Lin, Paolo del Giudice, Eleni Vasilaki

Echo state networks (ESNs) are a powerful form of reservoir computing that only require training of linear output weights whilst the internal reservoir is formed of fixed randomly connected neurons.

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