Ranking of communities in multiplex spatiotemporal models of brain dynamics

Published in Applied Network Science, 2022

Recommended citation: Wilsenach, J. B., Warnaby, C. E., Deane, C. M., & Reinert, G. D. (2022). Ranking of communities in multiplex spatiotemporal models of brain dynamics. Applied network science, 7(1), 1-22. https://appliednetsci.springeropen.com/articles/10.1007/s41109-022-00454-2

In this paper we provide new maximum entropy model selection and random-walk-based community ranking methods for analysing state space models of brain dynamics as a dynamic multtiplex network. We validated our method using the meta-analysis tool NeuroSynth (now NiMARE).