Characterization of regional differences in resting-state fMRI with a data-driven network model of brain dynamics
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 …
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 …
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
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) …
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
The connectome provides the structural substrate facilitating communication between brain
regions. We aimed to establish whether accounting for polysynaptic communication in …
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 …
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 …
assessment of patients with disorders of consciousness. For example, glucose uptake and …
[HTML][HTML] Modes of cognition: Evidence from metastable brain dynamics
Managing cognitive load depends on adequate resource allocation by the human brain
through the engagement of metastable substates, which are large-scale functional networks …
through the engagement of metastable substates, which are large-scale functional networks …
Topological properties of neuromorphic nanowire networks
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 …
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 …
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
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 …
accumulation of two misfolded proteins, amyloid-beta (A β) and tau. We study their effect on …