Network Neuroscience

Papers
(The TQCC of Network Neuroscience is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)
ArticleCitations
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study49
Efficacy of functional connectome fingerprinting using tangent-space brain networks48
Comparison of different group-level templates in gradient-based multimodal connectivity analysis46
Interdependence patterns of multifrequency oscillations predict visuomotor behavior35
Structural connectome constrained graphical lasso for MEG partial coherence31
The role of epidemic spreading in seizure dynamics and epilepsy surgery29
From calcium imaging to graph topology27
Intermittent brain network reconfigurations and the resistance to social media influence24
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network23
Resolving inter-regional communication capacity in the human connectome22
Multimodal multilayer network centrality relates to executive functioning22
Pattern forming mechanisms of color vision20
Functional and structural connectivity success predictors of real-time fMRI neurofeedback targeting DLPFC: Contributions from central executive, salience, and default mode networks19
Functional coordinates: Modeling interactions between brain regions as points in a function space18
Functional connectome fingerprinting across the lifespan18
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks15
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics15
The impact of functional correlations on task information coding15
Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis14
NetPlotBrain: A Python package for visualizing networks and brains14
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states14
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence14
Erratum: Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?13
Age-related unstable transient states and imbalanced activation proportion of brain networks in people with autism spectrum disorder: A resting-state fMRI study using coactivation pattern analyses13
Persistence of information flow: A multiscale characterization of human brain13
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity12
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle12
Can hubs of the human connectome be identified consistently with diffusion MRI?12
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder12
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network11
Neural network embedding of functional microconnectome11
Age-related variability in network engagement during music listening11
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia11
Empirical evaluation of human fetal fMRI preprocessing steps11
An information-theoretic framework for conditional causality analysis of brain networks10
Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory–inhibitory neurotransmitter homeostasis10
Developmental differences in canonical cortical networks: Insights from microstructure-informed tractography10
Reconfigurations in brain networks upon awakening from slow wave sleep: Interventions and implications in neural communication10
Parkinson’s disease speech production network as determined by graph-theoretical network analysis10
Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies10
The impact of Parkinson’s disease on striatal network connectivity and corticostriatal drive: An in silico study9
Similar neural states, but dissimilar decoding patterns for motor control in parietal cortex9
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function9
A pattern of cognitive resource disruptions in childhood psychopathology9
Parallel processing relies on a distributed, low-dimensional cortico-cerebellar architecture9
Effects of packetization on communication dynamics in brain networks8
On null models for temporal small-worldness in brain dynamics8
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments8
Conservation of structural brain connectivity in people with multiple sclerosis8
Inducing a meditative state by artificial perturbations: A mechanistic understanding of brain dynamics underlying meditation8
Segregation-to-integration transformation model of memory evolution8
Infant functional networks are modulated by state of consciousness and circadian rhythm7
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference7
Increased structural connectivity in high schizotypy7
Comparing the stability and reproducibility of brain-behavior relationships found using canonical correlation analysis and partial least squares within the ABCD sample7
Generative dynamical models for classification of rsfMRI data7
Nonoptimal component placement of the human connectome supports variable brain dynamics7
Constraining functional coactivation with a cluster-based structural connectivity network7
Graph theoretical approach to brain remodeling in multiple sclerosis7
Hypothalamic effective connectivity at rest is associated with body weight and energy homeostasis7
Fast-local and slow-global neural ensembles in the mouse brain6
An application of neighbourhoods in digraphs to the classification of binary dynamics6
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts6
Brain connectivity alterations during sleep by closed-loop transcranial neurostimulation predict metamemory sensitivity6
Disruption of large-scale electrophysiological networks in stroke patients with visuospatial neglect6
Edge-based network analysis reveals frequency-specific network dynamics in aberrant anxiogenic processing in rats6
Altered large-scale brain network interactions associated with HIV infection and error processing6
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism6
Retinal waves in adaptive rewiring networks orchestrate convergence and divergence in the visual system6
The impact of transcranial random noise stimulation (tRNS) on alpha coherence and verbal divergent thinking6
Dynamic structure of motor cortical neuron coactivity carries behaviorally relevant information6
0.051787137985229