Studying the propagation of brain oscillations across the cortex is challenging with non-invasive methods. To overcome this, we developed a novel approach that integrates brain imaging techniques with computational modeling. We simulated traveling waves of neural activity in the primary visual cortex and predicted their signatures in magnetoencephalography and electroencephalography recordings. By using carefully designed visual stimuli that evoke traveling waves in visual areas, we provided a proof-of-concept demonstrating the model's validity. Grabot et al. 2025
Image Credit: Eddy Malrat
Education Articles
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Predicting and comparing transcription start sites in single cell populations
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Integrating multiple spatial transcriptomics data using community-enhanced graph contrastive learning
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SpaMask: Dual masking graph autoencoder with contrastive learning for spatial transcriptomics
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TIPP3 and TIPP3-fast: Improved abundance profiling in metagenomics
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Molecular dynamics simulations of human cohesin subunits identify DNA binding sites and their potential roles in DNA loop extrusion
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scTrans: Sparse attention powers fast and accurate cell type annotation in single-cell RNA-seq data
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Role of pore dilation in molecular transport through the nuclear pore complex: Insights from polymer scaling theory
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Cell size and selection for stress-induced cell fusion in unicellular eukaryotes
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The impact of climate change on ecology of tick associated with tick-borne diseases
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Federated epidemic surveillance
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DelaySSA: stochastic simulation of biochemical systems and gene regulatory networks with or without time delays
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Chromatin structures from integrated AI and polymer physics model
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Multiple patterns of persistent inward currents with multiple types of repetitive firings in medullary serotonergic neurons of mice: An experimental and modeling study
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Mathematical modeling unveils the timeline of CAR-T cell therapy and macrophage-mediated cytokine release syndrome
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Comprehensive characterization of respiratory genes based on a computational framework in pan-cancer to develop stratified treatment strategies
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Flow mechanisms of the air-blood barrier
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A comprehensive investigation of intracortical and corticothalamic models of the alpha rhythm
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Virtual epilepsy patient cohort: Generation and evaluation
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Revealing non-trivial information structures in aneural biological tissues via functional connectivity
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Fitting dynamic measles models to subnational case notification data from Ethiopia: Methodological challenges and key considerations
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Contributions of mechanical loading and hormonal changes to eccentric hypertrophy during volume overload: A Bayesian analysis using logic-based network models
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A Boolean network model of hypoxia, mechanosensing and TGF-β signaling captures the role of phenotypic plasticity and mutations in tumor metastasis
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Modeling diffusive search by non-adaptive sperm: Empirical and computational insights
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Joint estimation of hand-foot-mouth disease model and prediction in korea using the ensemble kalman filter
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Mycobacterium susceptibility to ivermectin by inhibition of eccD3, an ESX-3 secretion system component.
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Traveling waves in the human visual cortex: An MEG-EEG model-based approach
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Identifying reproducible transcription regulator coexpression patterns with single cell transcriptomics
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Theory of axo-axonic inhibition
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The NOSTRA model: Coherent estimation of infection sources in the case of possible nosocomial transmission
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A Discretized Overlap Resolution Algorithm (DORA) for resolving spatial overlaps in individual-based models of microbes
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The confidence-noise confidence-boost (CNCB) model of confidence rating data
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Transfer learning of multicellular organization via single-cell and spatial transcriptomics
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Temporal resolution of spike coding in feedforward networks with signal convergence and divergence
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Modelling transmission thresholds and hypoendemic stability for onchocerciasis elimination
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Statistical signature of subtle behavioral changes in large-scale assays
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Design of nanobody targeting SARS-CoV-2 spike glycoprotein using CDR-grafting assisted by molecular simulation and machine learning
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Fluid and solute transport by cells and a model of systemic circulation
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Bayesian Inference of Pathogen Phylogeography using the Structured Coalescent Model
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A new paradigm considering multicellular adhesion, repulsion and attraction represent diverse cellular tile patterns
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A computational account of multiple motives guiding context-dependent prosocial behavior
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Meta-Reinforcement Learning reconciles surprise, value, and control in the anterior cingulate cortex
PLOS Computational Biology: published April 22, 2025 | https://doi.org/10.1371/journal.pcbi.1013025
Repetitive training enhances the pattern recognition capability of cultured neural networks
PLOS Computational Biology: published April 22, 2025 | https://doi.org/10.1371/journal.pcbi.1013043
Emergence and maintenance of modularity in neural networks with Hebbian and anti-Hebbian inhibitory STDP
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Mechanism of Arrhythmogenesis Driven by Early After Depolarizations in Cardiac Tissue
PLOS Computational Biology: published April 22, 2025 | https://doi.org/10.1371/journal.pcbi.1012635
TGF-M: Topology-augmented geometric features enhance molecular property prediction
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Cell-type-specific firing patterns in a V1 cortical column model depend on feedforward and feedback-driven states
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An evolutionary model of rhythmic accelerando in animal vocal signalling
PLOS Computational Biology: published April 23, 2025 | https://doi.org/10.1371/journal.pcbi.1013011
Resource competition-driven bistability and stochastic switching amplify gene expression noise
PLOS Computational Biology: published April 23, 2025 | https://doi.org/10.1371/journal.pcbi.1012931
Complexity reduction by symmetry: Uncovering the minimal regulatory network for logical computation in bacteria
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Efficient discovery of frequently co-occurring mutations in a sequence database with matrix factorization
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Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks
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Simulating dynamic insecticide selection pressures for resistance management in mosquitoes assuming polygenic resistance
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scPEDSSC: proximity enhanced deep sparse subspace clustering method for scRNA-seq data
PLOS Computational Biology: published April 28, 2025 | https://doi.org/10.1371/journal.pcbi.1012924
Dynamic modeling of EEG responses to natural speech reveals earlier processing of predictable words
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Computational modeling of frequency-dependent neocortical response to thalamic neurostimulation in epilepsy
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Behavior-driven forecasts of neighborhood-level COVID-19 spread in New York City
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Structure-based mechanism of RyR channel operation by calcium and magnesium ions
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Heuristic energy-based cyclic peptide design
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Foraging animals use dynamic Bayesian updating to model meta-uncertainty in environment representations
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Falsifying computational models of endothelial cell network formation through quantitative comparison with in vitro models
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Correction
Correction: Mathematical modeling suggests heterogeneous replication of Mycobacterium tuberculosis in rabbits
PLOS Computational Biology: published April 25, 2025 | https://doi.org/10.1371/journal.pcbi.1013048
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