Characterization of regional differences in resting-state fMRI with a data-driven network model of brain dynamics

V Sip, M Hashemi, T Dickscheid, K Amunts… - Science …, 2023 - science.org
Model-based data analysis of whole-brain dynamics links the observed data to model
parameters in a network of neural masses. Recently, studies focused on the role of regional …

What we can learn from the complex architecture of single axons

KS Rockland - Brain Structure and Function, 2020 - Springer
Anterogradely labeled connections at the single-axon level provide unparalleled spatial and
quantitative data as well as a novel perspective on laminar, columnar, hierarchical and other …

Brain Connectivity Studies on Structure‐Function Relationships: A Short Survey with an Emphasis on Machine Learning

S Wein, G Deco, AM Tomé… - Computational …, 2021 - Wiley Online Library
This short survey reviews the recent literature on the relationship between the brain structure
and its functional dynamics. Imaging techniques such as diffusion tensor imaging (DTI) …

Network communication models improve the behavioral and functional predictive utility of the human structural connectome

C Seguin, Y Tian, A Zalesky - Network Neuroscience, 2020 - direct.mit.edu
The connectome provides the structural substrate facilitating communication between brain
regions. We aimed to establish whether accounting for polysynaptic communication in …

Integration and segregation manifolds in the brain ensure cognitive flexibility during tasks and rest

K Capouskova, G Zamora‐López… - Human Brain …, 2023 - Wiley Online Library
Adapting to a constantly changing environment requires the human brain to flexibly switch
among many demanding cognitive tasks, processing both specialized and integrated …

Whole‐brain analyses indicate the impairment of posterior integration and thalamo‐frontotemporal broadcasting in disorders of consciousness

R Panda, A López‐González, M Gilson… - Human Brain …, 2023 - Wiley Online Library
The study of the brain's dynamical activity is opening a window to help the clinical
assessment of patients with disorders of consciousness. For example, glucose uptake and …

[HTML][HTML] Modes of cognition: Evidence from metastable brain dynamics

K Capouskova, ML Kringelbach, G Deco - NeuroImage, 2022 - Elsevier
Managing cognitive load depends on adequate resource allocation by the human brain
through the engagement of metastable substates, which are large-scale functional networks …

Topological properties of neuromorphic nanowire networks

A Loeffler, R Zhu, J Hochstetter, M Li, K Fu… - Frontiers in …, 2020 - frontiersin.org
Graph theory has been extensively applied to the topological mapping of complex networks,
ranging from social networks to biological systems. Graph theory has increasingly been …

Model-based whole-brain effective connectivity to study distributed cognition in health and disease

M Gilson, G Zamora-López, V Pallarés… - Network …, 2020 - direct.mit.edu
Neuroimaging techniques are now widely used to study human cognition. The functional
associations between brain areas have become a standard proxy to describe how cognitive …

Whole-brain modeling of the differential influences of amyloid-beta and tau in Alzheimer's disease

G Patow, L Stefanovski, P Ritter, G Deco… - Alzheimer's Research & …, 2023 - Springer
Background Alzheimer's disease is a neurodegenerative condition associated with the
accumulation of two misfolded proteins, amyloid-beta (A β) and tau. We study their effect on …