OOIR: Observatory of International Research

Papers

(The median citation count of Network Neuroscience is 2. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Functional connectome fingerprinting across the lifespan	64
From calcium imaging to graph topology	53
Brain rewiring during development: A Comparative Analysis of Larval and Adult Drosophila melanogaster Connectomes	50
Interdependence patterns of multifrequency oscillations predict visuomotor behavior	46
Neural network embedding of functional microconnectome	37
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states	30
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	29
Multimodal multilayer network centrality relates to executive functioning	28
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity	27
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks	26
Segregation-to-integration transformation model of memory evolution	25
Localization of the epileptogenic network from scalp EEG using a patient-specific whole-brain model	23
An information-theoretic framework for conditional causality analysis of brain networks	23
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism	22
Female 3xTg-AD mice demonstrate hyperexcitability phenotype of Alzheimer’s disease in structure-function and function-behavior relationships	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	19
Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data	18
Exploring memory-related network via dorsal hippocampus suppression	18
The global neuronal workspace as a broadcasting network	18
Top-down threat bias in pain perception is predicted by higher segregation between resting-state networks	17
Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging	17
Characterizing dynamic functional connectivity subnetwork contributions in narrative classification with Shapley values	17
The serotonergic psychedelic N,N-dipropyltryptamine alters information-processing dynamics in in vitro cortical neural circuits	16
The effect of using group-averaged or individualized brain parcellations when investigating connectome dysfunction in psychosis	15
Neurobiologically informed graph theory analysis of the language system	15

Hyperbolic disc embedding of functional human brain connectomes using resting-state fMRI	15
Circuits in the motor cortex explain oscillatory responses to transcranial magnetic stimulation	15
Dynamical interactions reconfigure the gradient of cortical timescales	15
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	15
Significant subgraph mining for neural network inference with multiple comparisons correction	14
Structure-function coupling as a correlate and potential biomarker of cognitive impairment in multiple sclerosis	13
Topological cluster statistic (TCS): Toward structural connectivity–guided fMRI cluster enhancement	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	12
Predicting an individual’s functional connectivity from their structural connectome: Evaluation of evidence, recommendations, and future prospects	12
Edges in brain networks: Contributions to models of structure and function	11
Morphometric features of drug-resistant essential tremor and recovery after stereotactic radiosurgical thalamotomy	11
Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	11
Validating MEG estimated resting-state connectome with intracranial EEG	11
Multilayer network analysis across cortical depths in 7-T resting-state fMRI	11
Thalamocortical interactions reflecting the intensity of flicker light–induced visual hallucinatory phenomena	11
Implanting intracranial electrodes does not affect spikes or network connectivity in nearby or connected brain regions	11
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation	11
Similarity in evoked responses does not imply similarity in macroscopic network states	11
Abnormal wiring of the structural connectome in adults with ADHD	11
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence	10
The role of epidemic spreading in seizure dynamics and epilepsy surgery	10
Controversies and progress on standardization of large-scale brain network nomenclature	10
NetPlotBrain: A Python package for visualizing networks and brains	10
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia	9
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics	9
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study	9
Can hubs of the human connectome be identified consistently with diffusion MRI?	9
An application of neighbourhoods in digraphs to the classification of binary dynamics	9
Erratum for “Frequency-based brain networks: From a multiplex framework to a full multilayer description”	8
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	8
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments	8
Constraining functional coactivation with a cluster-based structural connectivity network	8
Latent functional connectivity underlying multiple brain states	8
Reconstructing brain functional networks through identifiability and deep learning	8
Nonoptimal component placement of the human connectome supports variable brain dynamics	8
Greater audio-visual integration with executive functions networks following a visual rhythmic reading training in children with reading difficulties: an fMRI study	8
Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states	8
Generative dynamical models for classification of rsfMRI data	8
Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury	7
Dynamic interactions between anterior insula and anterior cingulate cortex link perceptual features and heart rate variability during movie viewing	7
Weighting the structural connectome: Exploring its impact on network properties and predicting cognitive performance in the human brain	7
Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data	7
Minimum spanning tree analysis of brain networks: A systematic review of network size effects, sensitivity for neuropsychiatric pathology, and disorder specificity	7
Longitudinal changes in MEG-based brain network topology of ALS patients with cognitive/behavioral impairment—An exploratory study	7
A mixed-modeling framework for whole-brain dynamic network analysis	7
Functional network antagonism and consciousness	7
NBS-SNI, an extension of the network-based statistic: Abnormal functional connections between important structural actors	7
Cognitive and perceptual load have opposing effects on brain network efficiency and behavioral variability in ADHD	6
Editorial: Focus feature on biomarkers in network neuroscience	6

Dynamic rewiring of electrophysiological brain networks during learning	6
Linking fast and slow: The case for generative models	6
Multimodal MRI accurately identifies amyloid status in unbalanced cohorts in Alzheimer’s disease continuum	6
FiNN: A toolbox for neurophysiological network analysis	6
Predicting longitudinal brain atrophy in Parkinson’s disease using a Susceptible-Infected-Removed agent-based model	6
Benchmarking functional connectivity by the structure and geometry of the human brain	6
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
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations	5
State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer’s disease	5
Evidence for white matter intrinsic connectivity networks at rest and during a task: a large-scale study and templates	5
Brain sodium MRI-derived priors support the estimation of epileptogenic zones using personalized model-based methods in epilepsy	5
Test-retest reliability of dynamic functional connectivity parameters for a two-state model	5
Brain signal variability and executive functions across the life span	5
Age-related variability in network engagement during music listening	5
Brain signaling becomes less integrated and more segregated with age	5
A prior-knowledge guided feature selection method and its application to biomarker identification of schizophrenia	5
Translational network neuroscience: Nine roadblocks and possible solutions	5
Allostasis as a core feature of hierarchical gradients in the human brain	5
Structural connectome constrained graphical lasso for MEG partial coherence	5
Jointly estimating individual and group networks from fMRI data	5
Computational approaches to treatment response prediction in major depression using brain activity and behavioral data: A systematic review	5
Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants	5
Metric structural human connectomes: Localization and multifractality of eigenmodes	5
Resolving inter-regional communication capacity in the human connectome	4
Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies	4
Transient destabilization of interhemispheric functional connectivity induced by spreading depolarization	4
Percolation may explain efficiency, robustness, and economy of the brain	4
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	4
Similar neural states, but dissimilar decoding patterns for motor control in parietal cortex	4
Functional connectivity–based prediction of global cognition and motor function in riluzole-naive amyotrophic lateral sclerosis patients	4
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	4
Comparison of different group-level templates in gradient-based multimodal connectivity analysis	4
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network	4
Dynamic fluctuations of intrinsic brain activity are associated with consistent topological patterns in puberty and are biomarkers of neural maturation	4
Comparing individual and group-level simulated neurophysiological brain connectivity using the Jansen and Rit neural mass model	4
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference	4
Connectome embedding in multidimensional graph spaces	3
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	3
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures	3
Theoretical foundations of studying criticality in the brain	3
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	3
The control costs of human brain dynamics	3
Predicting response speed and age from task-evoked effective connectivity	3
A natural cortical axis connecting the outside and inside of the human brain	3
Normalization effect of levodopa on hierarchical brain function in Parkinson’s disease	3
A spatially constrained independent component analysis jointly informed by structural and functional network connectivity	3
It’s about time: Linking dynamical systems with human neuroimaging to understand the brain	3
Alterations in topology, cost, and dynamics of gamma-band EEG functional networks in a preclinical model of traumatic brain injury	3
Hierarchical organization of spontaneous co-fluctuations in densely sampled individuals using fMRI	3
Structure–function coupling using fixel-based analysis and functional magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment	3
Temporal Mapper: Transition networks in simulated and real neural dynamics	3
Pattern of frustration formation in the functional brain network	2
Firing rate distributions in plastic networks of spiking neurons	2
Differential spatial working memory–related functional network reconfiguration in young and older adults	2
Edge-based network analysis reveals frequency-specific network dynamics in aberrant anxiogenic processing in rats	2
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	2
Erratum: Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	2
Efficacy of functional connectome fingerprinting using tangent-space brain networks	2
From correlation to communication: Disentangling hidden factors from functional connectivity changes	2
A perturbative approach to study information communication in brain networks	2
A multilayer network model of neuron-astrocyte populations in vitro reveals mGluR5 inhibition is protective following traumatic injury	2
Neural correlates of motor learning: Network communication versus local oscillations	2
An information-theoretic analysis of resting-state versus task fMRI	2
Fast-local and slow-global neural ensembles in the mouse brain	2
Brain connectome from neuronal morphology	2
Intermittent brain network reconfigurations and the resistance to social media influence	2
Quantifying the influence of biophysical factors in shaping brain communication through remnant functional networks	2
Individualized epidemic spreading models predict epilepsy surgery outcomes: A pseudo-prospective study	2
Editorial: Focus feature on consciousness and cognition	2
Network-level enrichment provides a framework for biological interpretation of machine learning results	2
Metastable dynamics emerge from local excitatory–inhibitory homeostasis in the cortex at rest	2
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder	2
Dynamic structure of motor cortical neuron coactivity carries behaviorally relevant information	2
Linking the neural signature of response time variability to Alzheimer’s disease pathology and cognitive functioning	2
Description length guided nonlinear unified Granger causality analysis	2
Transcranial ultrasound stimulation effect in the redundant and synergistic networks consistent across macaques	2