RT Journal Article
SR Electronic
T1 Visibility graphs for fMRI data: multiplex temporal graphs and their modulations across resting state networks
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 106443
DO 10.1101/106443
A1 Speranza Sannino
A1 Sebastiano Stramaglia
A1 Lucas Lacasa
A1 Daniele Marinazzo
YR 2017
UL http://biorxiv.org/content/early/2017/02/06/106443.abstract
AB Visibility graphs have proved a convenient tool to describe the dynamics of time series, finding applications across several disciplines. Recently an approach has been proposed to extend this framework to multivariate time series, allowing a novel way to describe collective dynamics. Here we test their application to fMRI time series and give some explanation on why we think that it’s an interesting thing to do.