Network Neuroscience

Papers
(The TQCC of Network Neuroscience is 8. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks98
Brain rewiring during development: A comparative analysis of larval and adult Drosophila melanogaster connectomes51
Phase-dependent stimulation response is shaped by the brain’s dynamic functional connectivity42
Functional connectome fingerprinting across the lifespan37
Increased sensitivity in identifying language-related functional connectivity using jackknife resampling analyses30
Neural network embedding of functional microconnectome28
Multimodal multilayer network centrality relates to executive functioning26
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states24
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle23
Interdependence patterns of multifrequency oscillations predict visuomotor behavior23
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity22
Spatiotemporal profiling of functional network overlapping modules in Alzheimer’s disease21
Segregation-to-integration transformation model of memory evolution19
Localization of the epileptogenic network from scalp EEG using a patient-specific whole-brain model19
Network control theory applied to the human connectome: A study on variability and discriminability of fMRI connectomic features under normal and defective sensorineural conditions18
The serotonergic psychedelic N,N-dipropyltryptamine alters information-processing dynamics in in vitro cortical neural circuits16
Exploring memory-related network via dorsal hippocampus suppression16
Female 3xTg-AD mice demonstrate hyperexcitability phenotype of Alzheimer’s disease in structure-function and function-behavior relationships16
Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging16
Top-down threat bias in pain perception is predicted by higher segregation between resting-state networks16
An information-theoretic framework for conditional causality analysis of brain networks16
The effect of using group-averaged or individualized brain parcellations when investigating connectome dysfunction in psychosis16
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways16
Characterizing dynamic functional connectivity subnetwork contributions in narrative classification with Shapley values16
Neurobiologically informed graph theory analysis of the language system15
Circuits in the motor cortex explain oscillatory responses to transcranial magnetic stimulation15
Dynamical interactions reconfigure the gradient of cortical timescales14
Topological cluster statistic (TCS): Toward structural connectivity–guided fMRI cluster enhancement14
NeuroMArVL: An interactive and collaborative web-based tool for visualizing brain networks14
Predicting an individual’s functional connectivity from their structural connectome: Evaluation of evidence, recommendations, and future prospects14
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation13
Weak coupling of neurons enables very high-frequency and ultra-fast oscillations through the interplay of synchronized phase shifts13
Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference13
Significant subgraph mining for neural network inference with multiple comparisons correction13
Variation in high-amplitude events across the human lifespan12
Similarity in evoked responses does not imply similarity in macroscopic network states12
Thalamocortical interactions reflecting the intensity of flicker light–induced visual hallucinatory phenomena12
Validating MEG estimated resting-state connectome with intracranial EEG12
Abnormal wiring of the structural connectome in adults with ADHD11
The role of epidemic spreading in seizure dynamics and epilepsy surgery11
Multilayer network analysis across cortical depths in 7-T resting-state fMRI11
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence11
Controversies and progress on standardization of large-scale brain network nomenclature11
NetPlotBrain: A Python package for visualizing networks and brains11
Can hubs of the human connectome be identified consistently with diffusion MRI?10
Generative dynamical models for classification of rsfMRI data9
Nonoptimal component placement of the human connectome supports variable brain dynamics9
NeuroMark-DyFICA: NeuroMark dynamic frequency-informed ICA with high-frequency spatial filtering for windowed fMRI analysis9
An application of neighbourhoods in digraphs to the classification of binary dynamics9
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics9
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts9
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study9
Reconstructing brain functional networks through identifiability and deep learning8
Erratum for “Frequency-based brain networks: From a multiplex framework to a full multilayer description”8
Evaluating oscillatory mechanisms underlying flexible neural communication in the human brain8
Restoring oscillatory dynamics in Alzheimer's disease: A laminar whole-brain model of serotonergic psychedelic effects8
Greater audiovisual integration with executive functions networks following a visual rhythmic reading training in children with reading difficulties: An fMRI study8
Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury8
Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data8
Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states8
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments8
Dynamic interactions between anterior insula and anterior cingulate cortex link perceptual features and heart rate variability during movie viewing8
Longitudinal changes in MEG-based brain network topology of ALS patients with cognitive/behavioral impairment—An exploratory study8
1.1219580173492