OOIR: Observatory of International Research

Papers

(The median citation count of Network Neuroscience is 3. 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.)

Article	Citations
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks	98
Brain rewiring during development: A comparative analysis of larval and adult Drosophila melanogaster connectomes	51
Phase-dependent stimulation response is shaped by the brain’s dynamic functional connectivity	42
Functional connectome fingerprinting across the lifespan	37
Increased sensitivity in identifying language-related functional connectivity using jackknife resampling analyses	30
Neural network embedding of functional microconnectome	28
Multimodal multilayer network centrality relates to executive functioning	26
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states	24
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	23
Interdependence patterns of multifrequency oscillations predict visuomotor behavior	23
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity	22
Spatiotemporal profiling of functional network overlapping modules in Alzheimer’s disease	21
Segregation-to-integration transformation model of memory evolution	19
Localization of the epileptogenic network from scalp EEG using a patient-specific whole-brain model	19
Network control theory applied to the human connectome: A study on variability and discriminability of fMRI connectomic features under normal and defective sensorineural conditions	18
Female 3xTg-AD mice demonstrate hyperexcitability phenotype of Alzheimer’s disease in structure-function and function-behavior relationships	16
Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging	16
Top-down threat bias in pain perception is predicted by higher segregation between resting-state networks	16
An information-theoretic framework for conditional causality analysis of brain networks	16
The effect of using group-averaged or individualized brain parcellations when investigating connectome dysfunction in psychosis	16
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	16
Characterizing dynamic functional connectivity subnetwork contributions in narrative classification with Shapley values	16
The serotonergic psychedelic N,N-dipropyltryptamine alters information-processing dynamics in in vitro cortical neural circuits	16
Exploring memory-related network via dorsal hippocampus suppression	16
Circuits in the motor cortex explain oscillatory responses to transcranial magnetic stimulation	15

Neurobiologically informed graph theory analysis of the language system	15
Topological cluster statistic (TCS): Toward structural connectivity–guided fMRI cluster enhancement	14
NeuroMArVL: An interactive and collaborative web-based tool for visualizing brain networks	14
Predicting an individual’s functional connectivity from their structural connectome: Evaluation of evidence, recommendations, and future prospects	14
Dynamical interactions reconfigure the gradient of cortical timescales	14
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation	13
Weak coupling of neurons enables very high-frequency and ultra-fast oscillations through the interplay of synchronized phase shifts	13
Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference	13
Significant subgraph mining for neural network inference with multiple comparisons correction	13
Variation in high-amplitude events across the human lifespan	12
Similarity in evoked responses does not imply similarity in macroscopic network states	12
Thalamocortical interactions reflecting the intensity of flicker light–induced visual hallucinatory phenomena	12
Validating MEG estimated resting-state connectome with intracranial EEG	12
Abnormal wiring of the structural connectome in adults with ADHD	11
The role of epidemic spreading in seizure dynamics and epilepsy surgery	11
Multilayer network analysis across cortical depths in 7-T resting-state fMRI	11
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence	11
Controversies and progress on standardization of large-scale brain network nomenclature	11
NetPlotBrain: A Python package for visualizing networks and brains	11
Can hubs of the human connectome be identified consistently with diffusion MRI?	10
Nonoptimal component placement of the human connectome supports variable brain dynamics	9
NeuroMark-DyFICA: NeuroMark dynamic frequency-informed ICA with high-frequency spatial filtering for windowed fMRI analysis	9
An application of neighbourhoods in digraphs to the classification of binary dynamics	9
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics	9
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	9
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study	9
Generative dynamical models for classification of rsfMRI data	9
Restoring oscillatory dynamics in Alzheimer's disease: A laminar whole-brain model of serotonergic psychedelic effects	8
Greater audiovisual integration with executive functions networks following a visual rhythmic reading training in children with reading difficulties: An fMRI study	8
Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury	8
Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data	8
Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states	8
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments	8
Dynamic interactions between anterior insula and anterior cingulate cortex link perceptual features and heart rate variability during movie viewing	8
Longitudinal changes in MEG-based brain network topology of ALS patients with cognitive/behavioral impairment—An exploratory study	8
Reconstructing brain functional networks through identifiability and deep learning	8
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 brain	8
Predicting longitudinal brain atrophy in Parkinson’s disease using a Susceptible-Infected-Removed agent-based model	7
Jointly estimating individual and group networks from fMRI data	7
Linking fast and slow: The case for generative models	7
Dynamic rewiring of electrophysiological brain networks during learning	7
A prior-knowledge-guided feature selection method and its application to biomarker identification of schizophrenia	7
Cognitive and perceptual load have opposing effects on brain network efficiency and behavioral variability in ADHD	7
NBS-SNI, an extension of the network-based statistic: Abnormal functional connections between important structural actors	7
Weighting the structural connectome: Exploring its impact on network properties and predicting cognitive performance in the human brain	7
Multimodal MRI accurately identifies amyloid status in unbalanced cohorts in Alzheimer’s disease continuum	6
Metric structural human connectomes: Localization and multifractality of eigenmodes	6
Test-retest reliability of dynamic functional connectivity parameters for a two-state model	6
Translational network neuroscience: Nine roadblocks and possible solutions	6

Evidence for white matter intrinsic connectivity networks at rest and during a task: A large-scale study and templates	6
Connectivity and function are coupled across cognitive domains throughout the brain	6
Brain sodium MRI-derived priors support the estimation of epileptogenic zones using personalized model-based methods in epilepsy	6
State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer’s disease	6
Brain signaling becomes less integrated and more segregated with age	6
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations	6
Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants	6
Brain signal variability and executive functions across the life span	5
Regional activity and interregional functional connectivity uniquely contribute to social cognitive judgments during movie-watching	5
Age-related variability in network engagement during music listening	5
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 analyses	5
Resolving inter-regional communication capacity in the human connectome	5
High-resolution Bayesian Virtual Epileptic Patient using neural field models	5
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network	5
Comparison of different group-level templates in gradient-based multimodal connectivity analysis	5
Dynamic fluctuations of intrinsic brain activity are associated with consistent topological patterns in puberty and are biomarkers of neural maturation	4
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	4
Transient destabilization of interhemispheric functional connectivity induced by spreading depolarization	4
Hierarchical organization of spontaneous co-fluctuations in densely sampled individuals using fMRI	4
Functional connectivity is linked to symbolic BOLD patterns: Replication, extension, and clinical application of the human “complexome”	4
Structure–function coupling using fixel-based analysis and functional magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment	4
Microscale dysfunction and mesoscale compensation in degenerating neuronal networks	4
Similar neural states, but dissimilar decoding patterns for motor control in parietal cortex	4
Comparing individual and group-level simulated neurophysiological brain connectivity using the Jansen and Rit neural mass model	4
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	4
The control costs of human brain dynamics	4
A spatially constrained independent component analysis jointly informed by structural and functional network connectivity	4
Predicting response speed and age from task-evoked effective connectivity	4
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	4
Disrupted intrathalamic and thalamocortical structural covariance networks in posttraumatic stress disorder	4
Alterations in topology, cost, and dynamics of gamma-band EEG functional networks in a preclinical model of traumatic brain injury	4
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	4
Structure–function multilayer network integration and cognition in multiple sclerosis	4
Temporal Mapper: Transition networks in simulated and real neural dynamics	4
Metastable dynamics emerge from local excitatory–inhibitory homeostasis in the cortex at rest	3
Quantifying the influence of biophysical factors in shaping brain communication through remnant functional networks	3
Individualized epidemic spreading models predict epilepsy surgery outcomes: A pseudo-prospective study	3
Transcranial ultrasound stimulation effect in the redundant and synergistic networks consistent across macaques	3
An information-theoretic analysis of resting-state versus task fMRI	3
Retinal waves in adaptive rewiring networks orchestrate convergence and divergence in the visual system	3
Altered correlation of concurrently recorded EEG-fMRI connectomes in temporal lobe epilepsy	3
Network-level enrichment provides a framework for biological interpretation of machine learning results	3
Differential spatial working memory–related functional network reconfiguration in young and older adults	3
Description length guided nonlinear unified Granger causality analysis	3
Distributed cortical network dynamics of binocular convergent eye movements in humans	3
Neural correlates of motor learning: Network communication versus local oscillations	3
From correlation to communication: Disentangling hidden factors from functional connectivity changes	3
Parallel processing relies on a distributed, low-dimensional cortico-cerebellar architecture	3
Erratum: Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	3
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder	3
Firing rate distributions in plastic networks of spiking neurons	3
Inter-individual alignment of multimodal brain networks with anatomical constraints	3
Connectome embedding in multidimensional graph spaces	3
A novel framework to quantify dynamic convergence and divergence of overlapping brain states characterizing four psychiatric disorders	3
Linking the neural signature of response time variability to Alzheimer’s disease pathology and cognitive functioning	3
Neural dynamics of mindfulness training: A longitudinal EEG network analysis of focused attention and open monitoring meditation	3
Fast-local and slow-global neural ensembles in the mouse brain	3
A lightweight, end-to-end explainable, and generalized attention-based graph neural network model trained on high-order spatiotemporal organization of dynamic functional connectivity to classify autis	3
Brain connectome from neuronal morphology	3
Efficacy of functional connectome fingerprinting using tangent-space brain networks	3