Ontology highlight
ABSTRACT:
SUBMITTER: Zanin M
PROVIDER: S-EPMC10923503 | biostudies-literature | 2024
REPOSITORIES: biostudies-literature
Zanin Massimiliano M Aktürk Tuba T Yıldırım Ebru E Yerlikaya Deniz D Yener Görsev G Güntekin Bahar B
Network neuroscience (Cambridge, Mass.) 20240401 1
We propose a novel approach for the reconstruction of functional networks representing brain dynamics based on the idea that the coparticipation of two brain regions in a common cognitive task should result in a drop in their identifiability, or in the uniqueness of their dynamics. This identifiability is estimated through the score obtained by deep learning models in supervised classification tasks and therefore requires no a priori assumptions about the nature of such coparticipation. The meth ...[more]