Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …

The human brain is a complex network. An important first step toward understanding the
function of such a network is to map its elements and connections, to create a …

Large-scale functional or structural brain connectivity can be modeled as a network, or
graph. This paper presents a statistical approach to identify connections in such a graph that …

In the cerebral cortex, the activity levels of neuronal populations are continuously fluctuating.
When neuronal activity, as measured using functional MRI (fMRI), is temporally coherent …

Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to
methods for unraveling the extraordinary complexity of neuronal connectivity. From the …

Resting state studies of spontaneous fluctuations in the functional MRI (fMRI) blood oxygen
level dependent (BOLD) signal have shown great promise in map** the brain's intrinsic …

An increasing number of theoretical and empirical studies approach the function of the
human brain from a network perspective. The analysis of brain networks is made feasible by …

A critical issue in many neuroimaging studies is the comparison between brain maps.
Nonetheless, it remains unclear how one should test hypotheses focused on the overlap or …

Brain graphs provide a relatively simple and increasingly popular way of modeling the
human brain connectome, using graph theory to abstractly define a nervous system as a set …

Abstract The 'Vascular Depression'hypothesis posits that cerebrovascular disease may
predispose, precipitate or perpetuate some geriatric depressive syndromes. This hypothesis …