A deep learning-enriched framework for analyzing brain functional connectivity

Abstract Cognitive and motor functions require a coordinated communication among brain regions, with the directionality of interactions playing a key role, as the brain relies on functional asymmetries of reciprocal connections. Predictive models based on deep learning approaches could represent val...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Davide Borra, Elisa Magosso
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-10-01
Subjects:	EEG Functional connectivity Spectral granger causality Connectivity inflow and outflow Interpretable neural networks Explainable artificial intelligence
Online Access:	https://doi.org/10.1038/s41598-025-17635-5