Autism spectrum disorder (ASD) is theoretically characterized by alterations in functional
connectivity between brain regions. Many works presented approaches to determine …

Functional connectivity provides an informative and powerful framework for exploring brain
organization. Despite this, few statistical methods are available for the accurate estimation of …

Understanding the brain's cognitive function depends on the knowledge of how neural units
interconnect both locally, within distinct brain regions, and at the large scale of the whole …

Structural connectivity in the brain is the basis of functional connectivity. Quantitatively
linking the two, however, remains a challenge. For a pair of regions of interest (ROIs) …

We present a didactic introduction to spectral dynamic causal modeling (DCM), a Bayesian
state-space modeling approach used to infer effective connectivity from noninvasive …

Functional brain networks are shaped and constrained by the underlying structural network.
However, functional networks are not merely a one-to-one reflection of the structural …

Coherence and causality measures are often used to analyze the influence of one region on
another during analysis of functional brain networks. The analysis methods usually involve a …

Covariance-based methods of exploration of functional connectivity of the brain from
functional magnetic resonance imaging (fMRI) experiments, such as principal component …

The structure-function coupling in brain networks has emerged as an important research
topic in modern neuroscience. The structural network could provide the backbone of the …