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 2021-05-01 to 2025-05-01.)

Article	Citations
Neural network embedding of functional microconnectome	52
Cognitive abilities are associated with rapid dynamics of electrophysiological connectome states	49
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks	46
From calcium imaging to graph topology	36
Functional connectome fingerprinting across the lifespan	32
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity	29
Multimodal multilayer network centrality relates to executive functioning	27
High-amplitude network co-fluctuations linked to variation in hormone concentrations over the menstrual cycle	25
Interdependence patterns of multifrequency oscillations predict visuomotor behavior	23
Simplicial and topological descriptions of human brain dynamics	23
An information-theoretic framework for conditional causality analysis of brain networks	22
Segregation-to-integration transformation model of memory evolution	20
Localization of the epileptogenic network from scalp EEG using a patient-specific whole-brain model	19
More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism	19
Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data	18
The serotonergic psychedelic N,N-dipropyltryptamine alters information-processing dynamics in in vitro cortical neural circuits	18
Top-down threat bias in pain perception is predicted by higher segregation between resting-state networks	17
The global neuronal workspace as a broadcasting network	17
Exploring memory-related network via dorsal hippocampus suppression	16
Circuit analysis of the Drosophila brain using connectivity-based neuronal classification reveals organization of key communication pathways	15
Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging	15
Neurobiologically informed graph theory analysis of the language system	14
The effect of using group-averaged or individualized brain parcellations when investigating connectome dysfunction in psychosis	14
Circuits in the motor cortex explain oscillatory responses to transcranial magnetic stimulation	14
Dynamical interactions reconfigure the gradient of cortical timescales	13

Hyperbolic disc embedding of functional human brain connectomes using resting-state fMRI	13
Topological cluster statistic (TCS): Toward structural connectivity–guided fMRI cluster enhancement	12
Validating MEG estimated resting-state connectome with intracranial EEG	12
Weak coupling of neurons enables very high-frequency and ultra-fast oscillations through the interplay of synchronized phase shifts	12
Multiclass characterization of frontotemporal dementia variants via multimodal brain network computational inference	12
Significant subgraph mining for neural network inference with multiple comparisons correction	12
Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation	12
Predicting an individual’s functional connectivity from their structural connectome: Evaluation of evidence, recommendations, and future prospects	11
Multilayer network analysis across cortical depths in 7-T resting-state fMRI	11
Structure-function coupling as a correlate and potential biomarker of cognitive impairment in multiple sclerosis	11
Edges in brain networks: Contributions to models of structure and function	11
Implanting intracranial electrodes does not affect spikes or network connectivity in nearby or connected brain regions	11
Morphometric features of drug-resistant essential tremor and recovery after stereotactic radiosurgical thalamotomy	11
Controversies and progress on standardization of large-scale brain network nomenclature	10
Abnormal wiring of the structural connectome in adults with ADHD	10
Impaired brain-heart axis in focal epilepsy: Alterations in information flow and implications for seizure dynamics	10
Similarity in evoked responses does not imply similarity in macroscopic network states	10
Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	10
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence	10
Thalamocortical interactions reflecting the intensity of flicker light–induced visual hallucinatory phenomena	10
NetPlotBrain: A Python package for visualizing networks and brains	10
Can hubs of the human connectome be identified consistently with diffusion MRI?	9
The role of epidemic spreading in seizure dynamics and epilepsy surgery	9
Multiplex connectomics reveal altered networks in frontotemporal dementia: A multisite study	9
Modeling the cell-type-specific mesoscale murine connectome with anterograde tracing experiments	8
Latent functional connectivity underlying multiple brain states	8
Constraining functional coactivation with a cluster-based structural connectivity network	8
Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia	8
Reconstructing brain functional networks through identifiability and deep learning	8
Nonoptimal component placement of the human connectome supports variable brain dynamics	8
An application of neighbourhoods in digraphs to the classification of binary dynamics	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
The human brain connectome weighted by the myelin content and total intra-axonal cross-sectional area of white matter tracts	8
Dynamic interactions between anterior insula and anterior cingulate cortex link perceptual features and heart rate variability during movie viewing	7
Functional network antagonism and consciousness	7
A mixed-modeling framework for whole-brain dynamic network analysis	7
Deconstructing the Mapper algorithm to extract richer topological and temporal features from functional neuroimaging data	7
Weighting the structural connectome: Exploring its impact on network properties and predicting cognitive performance in the human brain	7
Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury	7
Erratum for “Frequency-based brain networks: From a multiplex framework to a full multilayer description”	7
Minimum spanning tree analysis of brain networks: A systematic review of network size effects, sensitivity for neuropsychiatric pathology, and disorder specificity	7
Jointly Estimating Individual and Group Networks from fMRI Data	6
Editorial: Focus feature on biomarkers in network neuroscience	6
Linking fast and slow: The case for generative models	6
Cognitive and perceptual load have opposing effects on brain network efficiency and behavioral variability in ADHD	6
FiNN: A toolbox for neurophysiological network analysis	6
State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer’s disease	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

Multimodal MRI accurately identifies amyloid status in unbalanced cohorts in Alzheimer’s disease continuum	6
NBS-SNI, an extension of the network-based statistic: Abnormal functional connections between important structural actors	6
Longitudinal changes in MEG-based brain network topology of ALS patients with cognitive/behavioral impairment—An exploratory study	6
Dynamic rewiring of electrophysiological brain networks during learning	6
Sex differences in multilayer functional network topology over the course of aging in 37543 UK Biobank participants	5
The impact of regional heterogeneity in whole-brain dynamics in the presence of oscillations	5
Brain signal variability and executive functions across the life span	5
Brain signaling becomes less integrated and more segregated with age	5
Test-retest reliability of dynamic functional connectivity parameters for a two-state model	5
Computational approaches to treatment response prediction in major depression using brain activity and behavioral data: A systematic review	5
Allostasis as a core feature of hierarchical gradients in the human brain	5
Metric structural human connectomes: Localization and multifractality of eigenmodes	5
Brain sodium MRI-derived priors support the estimation of epileptogenic zones using personalized model-based methods in epilepsy	5
Translational network neuroscience: Nine roadblocks and possible solutions	5
Persistence of information flow: A multiscale characterization of human brain	4
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	4
Comparison of different group-level templates in gradient-based multimodal connectivity analysis	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
Neuronal classification from network connectivity via adjacency spectral embedding	4
The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network	4
Resolving inter-regional communication capacity in the human connectome	4
Age-related variability in network engagement during music listening	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
Improvements in task performance after practice are associated with scale-free dynamics of brain activity	4
Response inhibition in premotor cortex corresponds to a complex reshuffle of the mesoscopic information network	4
Structural connectome constrained graphical lasso for MEG partial coherence	4
Dynamic fluctuations of intrinsic brain activity are associated with consistent topological patterns in puberty and are biomarkers of neural maturation	4
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference	4
Comparing individual and group-level simulated neurophysiological brain connectivity using the Jansen and Rit neural mass model	4
Forecasting brain activity based on models of spatiotemporal brain dynamics: A comparison of graph neural network architectures	4
Normalization effect of levodopa on hierarchical brain function in Parkinson’s disease	3
Temporal Mapper: Transition networks in simulated and real neural dynamics	3
A natural cortical axis connecting the outside and inside of the human brain	3
The control costs of human brain dynamics	3
A spatially constrained independent component analysis jointly informed by structural and functional network connectivity	3
Toward stability of dynamic FC estimates in neuroimaging and electrophysiology: Solutions and limits	3
Pattern of frustration formation in the functional brain network	3
Percolation may explain efficiency, robustness, and economy of the brain	3
Structure-function coupling using fixel-based analysis and functional magnetic resonance imaging in Alzheimer’s disease and Mild Cognitive Impairment	3
It’s about time: Linking dynamical systems with human neuroimaging to understand the brain	3
Theoretical foundations of studying criticality in the brain	3
Hierarchical organization of spontaneous co-fluctuations in densely sampled individuals using fMRI	3
Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer’s disease	3
Predicting response speed and age from task-evoked effective connectivity	3
Individualized epidemic spreading models predict epilepsy surgery outcomes: A pseudo-prospective study	2
Transcranial ultrasound stimulation effect in the redundant and synergistic networks consistent across macaques	2
Quantifying the influence of biophysical factors in shaping brain communication through remnant functional networks	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
Intermittent brain network reconfigurations and the resistance to social media influence	2
Neural correlates of motor learning: Network communication versus local oscillations	2
A multilayer network model of neuron-astrocyte populations in vitro reveals mGluR5 inhibition is protective following traumatic injury	2
A perturbative approach to study information communication in brain networks	2
Firing rate distributions in plastic networks of spiking neurons	2
Linking the neural signature of response time variability to Alzheimer’s disease pathology and cognitive functioning	2
Erratum: Network-level permutation entropy of resting-state MEG recordings: A novel biomarker for early-stage Alzheimer’s disease?	2
From correlation to communication: Disentangling hidden factors from functional connectivity changes	2
Connectome embedding in multidimensional graph spaces	2
Editorial: Focus feature on consciousness and cognition	2
Description length guided nonlinear unified Granger causality analysis	2
An information-theoretic analysis of resting-state versus task fMRI	2
Tangent space functional reconfigurations in individuals at risk for alcohol use disorder	2
Differential spatial working memory–related functional network reconfiguration in young and older adults	2