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Colloquium: Multiscale modeling of brain network organization
A complete understanding of the brain requires an integrated description of the numerous
scales and levels of neural organization. This means studying the interplay of genes and …
scales and levels of neural organization. This means studying the interplay of genes and …
Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
We review recent advances in using mathematical models of the relationship between the
brain structure and function that capture features of brain dynamics. We argue the need for …
brain structure and function that capture features of brain dynamics. We argue the need for …
Kuramoto model for populations of quadratic integrate-and-fire neurons with chemical and electrical coupling
We derive the Kuramoto model (KM) corresponding to a population of weakly coupled,
nearly identical quadratic integrate-and-fire (QIF) neurons with both electrical and chemical …
nearly identical quadratic integrate-and-fire (QIF) neurons with both electrical and chemical …
Information propagation in Gaussian processes on multilayer networks
Complex systems with multiple processes evolving on different temporal scales are naturally
described by multilayer networks, where each layer represents a different timescale. In this …
described by multilayer networks, where each layer represents a different timescale. In this …
Neural synchrony and network dynamics in social interaction: a hyper-brain cell assembly hypothesis
V Müller - Frontiers in Human Neuroscience, 2022 - frontiersin.org
Mounting neurophysiological evidence suggests that interpersonal interaction relies on
continual communication between cell assemblies within interacting brains and continual …
continual communication between cell assemblies within interacting brains and continual …
Hyper-brain hyper-frequency network topology dynamics when playing guitar in quartet
Ensemble music performance is a highly coordinated form of social behavior requiring not
only precise motor actions but also synchronization of different neural processes both within …
only precise motor actions but also synchronization of different neural processes both within …
Multimodal multilayer network centrality relates to executive functioning
Executive functioning (EF) is a higher order cognitive process that is thought to depend on a
network organization facilitating integration across subnetworks, in the context of which the …
network organization facilitating integration across subnetworks, in the context of which the …
Quantification of the robustness of functional neural networks: application to the characterization of Alzheimer's disease continuum
Objective. Brain connectivity networks are usually characterized in terms of properties
coming from the complex network theory. Using new measures to summarize the attributes …
coming from the complex network theory. Using new measures to summarize the attributes …
A unified inferring framework of multiplex epidemic networks under multiple interlayer interaction modes
Different epidemic transmissions on multiplex networks may interact and display intertwined
effects, leading to a challenge and urgently needed problem of the inference of multiplex …
effects, leading to a challenge and urgently needed problem of the inference of multiplex …
Musicians' brains at rest: Multilayer network analysis of MEG data
The ability to proficiently play a musical instrument requires a fine-grained synchronisation
between several sensorimotor and cognitive brain regions. Previous studies have …
between several sensorimotor and cognitive brain regions. Previous studies have …