A hands-on tutorial on network and topological neuroscience.

ABSTRACT: The brain is an extraordinarily complex system that facilitates the optimal integration of information from different regions to execute its functions. With the recent advances in technology, researchers can now collect enormous amounts of data from the brain using neuroimaging at different scales and from numerous modalities. With that comes the need for sophisticated tools for analysis. The field of network neuroscience has been trying to tackle these challenges, and graph theory has been one of its essential branches through the investigation of brain networks. Recently, topological data analysis has gained more attention as an alternative framework by providing a set of metrics that go beyond pairwise connections and offer improved robustness against noise. In this hands-on tutorial, o

SUBMITTER: Centeno EGZ 

PROVIDER: S-EPMC8930803 | biostudies-literature | 2022 Apr

REPOSITORIES: biostudies-literature