The virtual brain integrates computational modeling and multimodal neuroimaging

scientific article published on January 2013

The virtual brain integrates computational modeling and multimodal neuroimaging is …
instance of (P31):
scholarly articleQ13442814

External links are
P8978DBLP publication IDjournals/brain/RitterSMJ13
P356DOI10.1089/BRAIN.2012.0120
P932PMC publication ID3696923
P698PubMed publication ID23442172

P50authorMichael SchirnerQ56959808
Anthony Randal McIntoshQ30243196
Viktor K. JirsaQ40120306
P2093author name stringAnthony R McIntosh
Petra Ritter
Viktor K Jirsa
P2860cites workA default mode of brain functionQ24544311
The origin of extracellular fields and currents--EEG, ECoG, LFP and spikesQ27310243
Neurophysiological investigation of the basis of the fMRI signalQ27860853
Dynamic causal modellingQ28160135
Searching for a baseline: functional imaging and the resting human brainQ28190070
Bistability and non-Gaussian fluctuations in spontaneous cortical activityQ28250574
Simultaneous EEG-fMRIQ28258002
Extended kalman filter for estimation of parameters in nonlinear state-space models of biochemical networksQ28474085
A canonical model of multistability and scale-invariance in biological systemsQ28482152
Functional connectivity in the resting brain: a network analysis of the default mode hypothesisQ29547875
An energy budget for signaling in the grey matter of the brainQ29616192
Channel density distributions explain spiking variability in the globus pallidus: a combined physiology and computer simulation database approach.Q49046385
Synchrony and clustering in heterogeneous networks with global coupling and parameter dispersion.Q49072144
High-frequency (600 Hz) population spikes in human EEG delineate thalamic and cortical fMRI activation sites.Q49142408
Parameter space analysis suggests multi-site plasticity contributes to motor pattern initiation in Tritonia.Q50951527
How ongoing neuronal oscillations account for evoked fMRI variability.Q51544722
Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis.Q51690262
Biophysical mechanisms of multistability in resting-state cortical rhythms.Q51869267
Rolandic alpha and beta EEG rhythms' strengths are inversely related to fMRI-BOLD signal in primary somatosensory and motor cortex.Q51886802
Learning nonlinear image manifolds by global alignment of local linear models.Q51936160
An integrative MEG-fMRI study of the primary somatosensory cortex using cross-modal correspondence analysis.Q51998726
A coupled ordinary differential equation lattice model for the simulation of epileptic seizures.Q52015373
Nonlinear responses in fMRI: the Balloon model, Volterra kernels, and other hemodynamics.Q52073980
Use of prior knowledge in brain electromagnetic source analysisQ67863320
Evoked dipole source potentials of the human auditory cortexQ68970928
The conductivity of the human skull: results of in vivo and in vitro measurementsQ73188482
Alternative to hand-tuning conductance-based models: construction and analysis of databases of model neuronsQ73875832
Reduced representations of heterogeneous mixed neural networks with synaptic couplingQ83617837
Neurovascular regulation in the normal brain and in Alzheimer's diseaseQ29619659
Magnetoencephalography: a tool for functional brain imagingQ30337891
Review on solving the inverse problem in EEG source analysis.Q30373158
Hessian eigenmaps: locally linear embedding techniques for high-dimensional dataQ30503148
Blind source separation by sparse decomposition in a signal dictionaryQ30539512
Evidence of a cerebrovascular postarteriole windkessel with delayed complianceQ30631813
How can EEG/MEG and fMRI/PET data be combined?Q30717614
The neural basis of functional brain imaging signalsQ30748114
EEG source imagingQ30956660
Reducing the dimensionality of data with neural networksQ31050179
Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterizationQ31056627
Evaluating gradient artifact correction of EEG data acquired simultaneously with fMRI.Q31110571
EEG source localization in focal epilepsy: where are we now?Q31133347
Surface-based and probabilistic atlases of primate cerebral cortexQ31134428
On the relationship of synaptic activity to macroscopic measurements: does co-registration of EEG with fMRI make sense?Q31848545
State-dependent perceptual learningQ33355297
Noise during rest enables the exploration of the brain's dynamic repertoireQ33375022
A low dimensional description of globally coupled heterogeneous neural networks of excitatory and inhibitory neuronsQ33384420
Model driven EEG/fMRI fusion of brain oscillations.Q33395744
Dynamic causal modelling: a critical review of the biophysical and statistical foundationsQ33517246
Parameter estimation and model selection in computational biologyQ33539735
Connecting mean field models of neural activity to EEG and fMRI dataQ33549248
Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG.Q33633932
Parameter estimation in biochemical pathways: a comparison of global optimization methodsQ33682039
Neural population modes capture biologically realistic large scale network dynamicsQ33685946
Emerging concepts for the dynamical organization of resting-state activity in the brainQ33775431
EEG and MEG data analysis in SPM8.Q33855504
Nonlinear dimensionality reduction by locally linear embeddingQ33928873
Time scale hierarchies in the functional organization of complex behaviorsQ34042635
Coupling of neural activity to blood flow in olfactory glomeruli is mediated by astrocytic pathwaysQ34067313
Hemodynamic traveling waves in human visual cortex.Q34211448
Hundreds of brain maps in one atlas: registering coordinate-independent primate neuro-anatomical data to a standard brainQ34240970
Ongoing cortical activity at rest: criticality, multistability, and ghost attractors.Q34259592
Dynamics of pattern formation in lateral-inhibition type neural fieldsQ34423164
Dynamics of blood flow and oxygenation changes during brain activation: the balloon modelQ34471310
A database of computational models of a half-center oscillator for analyzing how neuronal parameters influence network activity.Q35004576
Mapping brains without coordinatesQ35037969
STATE-SPACE SOLUTIONS TO THE DYNAMIC MAGNETOENCEPHALOGRAPHY INVERSE PROBLEM USING HIGH PERFORMANCE COMPUTING.Q35540778
Electrophysiological signatures of resting state networks in the human brain.Q35928916
Realistic conductivity geometry model of the human head for interpretation of neuromagnetic dataQ36417301
Astroglial networks: a step further in neuroglial and gliovascular interactions.Q37678191
Brain oscillations: ideal scenery to understand the neurovascular coupling.Q37770851
Generalized discriminant analysis using a kernel approachQ38499029
An integrated software suite for surface-based analyses of cerebral cortexQ39665606
Model calcium sensors for network homeostasis: sensor and readout parameter analysis from a database of model neuronal networks.Q39943936
Excitatory and inhibitory interactions in localized populations of model neuronsQ41637623
Tonic-clonic transitions in computer simulationQ41970536
fMRI-EEG integrated cortical source imaging by use of time-variant spatial constraintsQ42224110
Database analysis of simulated and recorded electrophysiological datasets with PANDORA's toolbox.Q42622601
What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balanceQ44336749
Ultrahigh-frequency EEG during fMRI: pushing the limits of imaging-artifact correctionQ45731283
An extended Kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time seriesQ46547589
Biophysical model for integrating neuronal activity, EEG, fMRI and metabolismQ46963465
Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopyQ47585356
Stochastic proximity embeddingQ47812951
A model of neuronal bursting using three coupled first order differential equations.Q47954293
Spatiotemporal BOLD dynamics from a poroelastic hemodynamic model.Q48109272
Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamicsQ48126956
Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference.Q48373237
The effects of physiologically plausible connectivity structure on local and global dynamics in large scale brain models.Q48520603
Oscillatory brain states interact with late cognitive components of the somatosensory evoked potential.Q48529811
Spatiotemporal forward solution of the EEG and MEG using network modeling.Q48575095
Detecting alpha rhythm phase reset by phase sorting: caveats to consider.Q48654729
A DTI-derived measure of cortico-cortical connectivity.Q48863095
Field Theory of Electromagnetic Brain Activity.Q48960022
Linear aspects of changes in deoxygenated hemoglobin concentration and cytochrome oxidase oxidation during brain activation.Q49038385
P433issue2
P921main subjectneuroimagingQ551875
P304page(s)121-145
P577publication date2013-01-01
P1433published inBrain ConnectivityQ26867041
P1476titleThe virtual brain integrates computational modeling and multimodal neuroimaging
P478volume3

Reverse relations

cites work (P2860)
Q27304466'My Virtual Dream': Collective Neurofeedback in an Immersive Art Environment
Q42086990A critical role for network structure in seizure onset: a computational modeling approach
Q91968595A macaque connectome for large-scale network simulations in TheVirtualBrain
Q38844077A new neuroinformatics approach to personalized medicine in neurology: The Virtual Brain
Q30830191Activity flow over resting-state networks shapes cognitive task activations
Q90704166Advancing functional connectivity research from association to causation
Q38619957An optimal strategy for epilepsy surgery: Disruption of the rich-club?
Q36106712Analytical Operations Relate Structural and Functional Connectivity in the Brain
Q47359845Brain state expression and transitions are related to complex executive cognition in normative neurodevelopment
Q30382756Building the Ferretome
Q38396288Cerebral cartography and connectomics
Q36861993Cognitive network neuroscience
Q38637376Combining task-related activation and connectivity analysis of fMRI data reveals complex modulation of brain networks
Q38755355Constructing Neuronal Network Models in Massively Parallel Environments
Q35280373Cortical network models of impulse firing in the resting and active states predict cortical energetics
Q90811738Decoupling of brain function from structure reveals regional behavioral specialization in humans
Q56967836Differentiation of Alzheimer's disease based on local and global parameters in personalized Virtual Brain models
Q64235660Dynamic properties of simulated brain network models and empirical resting-state data
Q42411598Editorial: State-dependent brain computation
Q37147026Embedding Task-Based Neural Models into a Connectome-Based Model of the Cerebral Cortex.
Q64246086Explaining event-related fields by a mechanistic model encapsulating the anatomical structure of auditory cortex
Q36760927Functional Mechanisms of Recovery after Chronic Stroke: Modeling with the Virtual Brain
Q45095778Identification of optimal structural connectivity using functional connectivity and neural modeling.
Q47199156Inferring multi-scale neural mechanisms with brain network modelling.
Q37293341Interpreting the effects of altered brain anatomical connectivity on fMRI functional connectivity: a role for computational neural modeling
Q92920915Linking Molecular Pathways and Large-Scale Computational Modeling to Assess Candidate Disease Mechanisms and Pharmacodynamics in Alzheimer's Disease
Q57287684Linking structural and effective brain connectivity: structurally informed Parametric Empirical Bayes (si-PEB)
Q46436881Mapping complementary features of cross-species structural connectivity to construct realistic "Virtual Brains".
Q38667383Modeling and interpreting mesoscale network dynamics
Q27315994Modeling of Large-Scale Functional Brain Networks Based on Structural Connectivity from DTI: Comparison with EEG Derived Phase Coupling Networks and Evaluation of Alternative Methods along the Modeling Path
Q36293796Multiregional integration in the brain during resting-state fMRI activity
Q35879499Multistability in Large Scale Models of Brain Activity
Q56965345On the Usage of Brain Atlases in Neuroimaging Research
Q57176311On the nature and use of models in network neuroscience
Q37385858PET neuroimaging: plenty of studies still need to be performed: comment on Cumming: "PET neuroimaging: the white elephant packs his trunk?".
Q91708090Personality development in psychotherapy: a synergetic model of state-trait dynamics
Q92006816PyRates-A Python framework for rate-based neural simulations
Q92761125Quantitative System Pharmacology (QSP): An Integrative Framework for paradigm change in the treatment of the first-episode schizophrenia
Q42161454Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality
Q35763262Relating Alpha Power and Phase to Population Firing and Hemodynamic Activity Using a Thalamo-cortical Neural Mass Model
Q34384076Resting-state networks link invasive and noninvasive brain stimulation across diverse psychiatric and neurological diseases
Q38529765Rethinking segregation and integration: contributions of whole-brain modelling
Q57297028Simulating human sleep spindle MEG and EEG from ion channel and circuit level dynamics
Q28087062State-dependencies of learning across brain scales
Q39866945Structural architecture supports functional organization in the human aging brain at a regionwise and network level
Q35169052Structurally-constrained relationships between cognitive states in the human brain
Q91820003Subject specificity of the correlation between large-scale structural and functional connectivity
Q27314383TVB-EduPack-An Interactive Learning and Scripting Platform for The Virtual Brain
Q48095617The Energy Landscape of Neurophysiological Activity Implicit in Brain Network Structure.
Q28608191The Virtual Brain: Modeling Biological Correlates of Recovery after Chronic Stroke
Q28681611The Virtual Brain: a simulator of primate brain network dynamics
Q28257389The connectomics of brain disorders
Q30572787The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
Q37697621The role of alpha-rhythm states in perceptual learning: insights from experiments and computational models.
Q53831681Toward a theory of coactivation patterns in excitable neural networks.
Q90591817Toward a unified framework for interpreting machine-learning models in neuroimaging
Q61449628What Can Computational Models Contribute to Neuroimaging Data Analytics?
Q99414002Whole-Brain Models to Explore Altered States of Consciousness from the Bottom Up

Search more.