RE: Warnings and caveats in brain controllability.

Abstract:

:The use of network control theory to analyze the organization of white matter fibers in the human brain has the potential to enable mechanistic theories of cognition, and to inform the development of novel diagnostics and treatments for neurological disease and psychiatric disorders (Gu et al., 2015). The recent article (Tu et al., 2018) aims to challenge several of the contributions of (Gu et al., 2015), and particularly the conclusions that brain networks are theoretically controllable from single regions, and that brain networks feature no specific controllability profiles when compared to random network models. Here we provide additional theoretical arguments in support of (Gu et al., 2015) and against the results and methodologies used in (Tu et al., 2018), thus settling that (i) brain networks are controllable from a single region, (ii) brain networks require large control energy, and (iii) brain networks feature distinctive controllability properties with respect to a class of random network models.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Pasqualetti F,Gu S,Bassett DS

doi

10.1016/j.neuroimage.2019.05.001

subject

Has Abstract

pub_date

2019-08-15 00:00:00

pages

586-588

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(19)30384-2

journal_volume

197

pub_type

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