Network neuroscience has emerged as a leading method to study brain connectivity. The
success of these investigations is dependent not only on approaches to accurately map …

Network connectivity fingerprints are among today's best choices to obtain a faithful
sampling of an individual's brain and cognition. Widely available MRI scanners can provide …

At the forefront of neuroimaging is the understanding of the functional architecture of the
human brain. In most applications functional networks are assumed to be stationary …

Over the last decade, synchronized resting-state fluctuations of blood oxygenation level-
dependent (BOLD) signals between remote brain areas [so-called BOLD resting-state …

The development of whole-brain models that can infer effective (directed) connection
strengths from fMRI data represents a central challenge for computational neuroimaging. A …

Whole brain functional connectomes hold promise for understanding human brain activity
across a range of cognitive, developmental and pathological states. So called resting-state …

This book explores various state-of-the-art aspects behind the statistical analysis of
neuroimaging data. It examines the development of novel statistical approaches to model …

Structural and functional connectivity (SC and FC) have received much attention over the
last decade, as they offer unique insight into the coordination of brain functioning. They are …

Dynamic functional connectivity, that is, the study of how interactions among brain regions
change dynamically over the course of an fMRI experiment, has recently received wide …

In systems neuroscience, the term “connectivity” has been defined in numerous ways,
according to the particular empirical modality from which it is derived. Due to large …