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 2021-04-01 to 2025-04-01.)

Article	Citations
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study	49
Efficacy of functional connectome fingerprinting using tangent-space brain networks	48
Comparison of different group-level templates in gradient-based multimodal connectivity analysis	46
Interdependence patterns of multifrequency oscillations predict visuomotor behavior	35
Structural connectome constrained graphical lasso for MEG partial coherence	31
The role of epidemic spreading in seizure dynamics and epilepsy surgery	29
From calcium imaging to graph topology	27
Intermittent brain network reconfigurations and the resistance to social media influence	24
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network	23
Resolving inter-regional communication capacity in the human connectome	22
Multimodal multilayer network centrality relates to executive functioning	22
Pattern forming mechanisms of color vision	20
Functional and structural connectivity success predictors of real-time fMRI neurofeedback targeting DLPFC: Contributions from central executive, salience, and default mode networks	19
Functional connectome fingerprinting across the lifespan	18
Functional coordinates: Modeling interactions between brain regions as points in a function space	18
The impact of functional correlations on task information coding	15
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks	15
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics	15
Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis	14
NetPlotBrain: A Python package for visualizing networks and brains	14
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states	14
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence	14
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 analyses	13
Persistence of information flow: A multiscale characterization of human brain	13

Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity	12
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	12
Can hubs of the human connectome be identified consistently with diffusion MRI?	12
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder	12
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	11
Neural network embedding of functional microconnectome	11
Age-related variability in network engagement during music listening	11
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia	11
Empirical evaluation of human fetal fMRI preprocessing steps	11
An information-theoretic framework for conditional causality analysis of brain networks	10
Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory–inhibitory neurotransmitter homeostasis	10
Developmental differences in canonical cortical networks: Insights from microstructure-informed tractography	10
Reconfigurations in brain networks upon awakening from slow wave sleep: Interventions and implications in neural communication	10
Parkinson’s disease speech production network as determined by graph-theoretical network analysis	10
Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies	10
The impact of Parkinson’s disease on striatal network connectivity and corticostriatal drive: An in silico study	9
Similar neural states, but dissimilar decoding patterns for motor control in parietal cortex	9
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function	9
A pattern of cognitive resource disruptions in childhood psychopathology	9
Parallel processing relies on a distributed, low-dimensional cortico-cerebellar architecture	9
Inducing a meditative state by artificial perturbations: A mechanistic understanding of brain dynamics underlying meditation	8
Segregation-to-integration transformation model of memory evolution	8
Effects of packetization on communication dynamics in brain networks	8
On null models for temporal small-worldness in brain dynamics	8
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments	8
Conservation of structural brain connectivity in people with multiple sclerosis	8
Infant functional networks are modulated by state of consciousness and circadian rhythm	7
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference	7
Increased structural connectivity in high schizotypy	7
Comparing the stability and reproducibility of brain-behavior relationships found using canonical correlation analysis and partial least squares within the ABCD sample	7
Generative dynamical models for classification of rsfMRI data	7
Nonoptimal component placement of the human connectome supports variable brain dynamics	7
Constraining functional coactivation with a cluster-based structural connectivity network	7
Graph theoretical approach to brain remodeling in multiple sclerosis	7
Hypothalamic effective connectivity at rest is associated with body weight and energy homeostasis	7
Fast-local and slow-global neural ensembles in the mouse brain	6
An application of neighbourhoods in digraphs to the classification of binary dynamics	6
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	6
Brain connectivity alterations during sleep by closed-loop transcranial neurostimulation predict metamemory sensitivity	6
Disruption of large-scale electrophysiological networks in stroke patients with visuospatial neglect	6
Edge-based network analysis reveals frequency-specific network dynamics in aberrant anxiogenic processing in rats	6
Altered large-scale brain network interactions associated with HIV infection and error processing	6
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism	6
Retinal waves in adaptive rewiring networks orchestrate convergence and divergence in the visual system	6
The impact of transcranial random noise stimulation (tRNS) on alpha coherence and verbal divergent thinking	6
Dynamic structure of motor cortical neuron coactivity carries behaviorally relevant information	6
Static and dynamic functional connectome reveals reconfiguration profiles of whole-brain network across cognitive states	5
Localization of the epileptogenic network from scalp EEG using a patient-specific whole-brain model	5
Optimizing network neuroscience computation of individual differences in human spontaneous brain activity for test-retest reliability	5
A graph neural network approach to investigate brain critical states over neurodevelopment	5

Genome-wide association study of brain functional and structural networks	5
The exponential distance rule based network model predicts topology and reveals functionally relevant properties of the Drosophila projectome	5
Functional connectivity of fMRI using differential covariance predicts structural connectivity and behavioral reaction times	5
Expanding connectomics to the laminar level: A perspective	5
Dynamic fluctuations of intrinsic brain activity are associated with consistent topological patterns in puberty and are biomarkers of neural maturation	5
Combined topological and spatial constraints are required to capture the structure of neural connectomes	5
Feeding the machine: Challenges to reproducible predictive modeling in resting-state connectomics	4
Reconstructing brain functional networks through identifiability and deep learning	4
Increasing hub disruption parallels dementia severity in autosomal dominant Alzheimer’s disease	4
Neuronal classification from network connectivity via adjacency spectral embedding	4
Stability and dynamics of a spectral graph model of brain oscillations	4
The topology, stability, and instability of learning-induced brain network repertoires in schizophrenia	4
Test-retest reliability of regression dynamic causal modeling	4
Applying multilayer analysis to morphological, structural, and functional brain networks to identify relevant dysfunction patterns	4
Functional network antagonism and consciousness	4
Latent functional connectivity underlying multiple brain states	4
Simplicial and topological descriptions of human brain dynamics	4
Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data	4
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	4
Trade-offs among cost, integration, and segregation in the human connectome	4
A generative model of the connectome with dynamic axon growth	4
The global neuronal workspace as a broadcasting network	4
Altered correlation of concurrently recorded EEG-fMRI connectomes in temporal lobe epilepsy	4
Neural mass modeling for the masses: Democratizing access to whole-brain biophysical modeling with FastDMF	4
A transformer model for learning spatiotemporal contextual representation in fMRI data	4
Static and dynamic fMRI-derived functional connectomes represent largely similar information	4
Functional connectivity–based prediction of global cognition and motor function in riluzole-naive amyotrophic lateral sclerosis patients	4
Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data	4
Directionality of neural activity in and out of the seizure onset zone in focal epilepsy	3
Erratum for “Frequency-based brain networks: From a multiplex framework to a full multilayer description”	3
The serotonergic psychedelic N,N-dipropyltryptamine alters information-processing dynamics in in vitro cortical neural circuits	3
A hybrid spatiotemporal deep belief network and sparse representation-based framework reveals multilevel core functional components in decoding multitask fMRI signals	3
A mixed-modeling framework for whole-brain dynamic network analysis	3
Top-down threat bias in pain perception is predicted by higher segregation between resting-state networks	3
Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging	3
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	3
Exploring memory-related network via dorsal hippocampus suppression	3
Transient destabilization of interhemispheric functional connectivity induced by spreading depolarization	3
Elevating understanding: Linking high-altitude hypoxia to brain aging through EEG functional connectivity and spectral analyses	3
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	3
Comparing individual and group-level simulated neurophysiological brain connectivity using the Jansen and Rit neural mass model	3
Network controllability mediates the relationship between rigid structure and flexible dynamics	3
Dynamic interactions between anterior insula and anterior cingulate cortex link perceptual features and heart rate variability during movie viewing	3
Dynamic brain states underlying advanced concentrative absorption meditation: A 7-T fMRI-intensive case study	2
Classification and prediction of cognitive performance differences in older age based on brain network patterns using a machine learning approach	2
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures	2
Executive functions–based reading training engages the cingulo-opercular and dorsal attention networks	2
Benchmarking functional connectivity by the structure and geometry of the human brain	2
Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury	2
A connectome manipulation framework for the systematic and reproducible study of structure–function relationships through simulations	2
Functional brain networks predicting sustained attention are not specific to perceptual modality	2
Individual variability in neural representations of mind-wandering	2
Minimum spanning tree analysis of brain networks: A systematic review of network size effects, sensitivity for neuropsychiatric pathology, and disorder specificity	2
Hierarchical organization of spontaneous co-fluctuations in densely sampled individuals using fMRI	2
Whole-brain modular dynamics at rest predict sensorimotor learning performance	2
Percolation may explain efficiency, robustness, and economy of the brain	2
Whole-brain causal discovery using fMRI	2
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	2
Temporal Mapper: Transition networks in simulated and real neural dynamics	2
FiNN: A toolbox for neurophysiological network analysis	2