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Cognitive networks highlight differences and similarities in the STEM mindsets of human and LLM-simulated trainees, experts and academics
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Dissociable effects of attention and prediction on visual processing : evidence from overlap‐corrected visual ERPs
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A hitchhiker’s guide to information theoretical measures in psychology
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- Journal Article
- A1
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Resting-state brain dynamics : insights from oscillatory activity in brain networks
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Investigating the replicability of the social and behavioural sciences
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Appropriate null models for testing the effect of the head model on MEG functional connectivity fingerprinting
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With behaviors like these in complex systems, who needs mechanisms?
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- Journal Article
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Temporal interaction information and laser evoked responses : preliminary results in fibromyalgia patients with small fibers pathology
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- Journal Article
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Network representation of higher-order interactions based on information dynamics
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- Journal Article
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Large language models surpass human experts in predicting neuroscience results
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High-order information analysis of epileptogenesis in the pilocarpine rat model of temporal lobe epilepsy
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Investigating cognitive-physical task interaction during self-paced cycling : a Granger Causality study
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- Journal Article
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Decomposing multivariate information rates in networks of random processes
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Assessing high-order effects in feature importance via predictability decomposition
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- Journal Article
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Partial information rate decomposition
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Unveiling complex patterns : an information-theoretic approach to high-order behaviors in microarray data
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- Journal Article
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Higher-order and distributed synergistic functional interactions encode information gain in goal-directed learning
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Localizing synergies of hidden factors in complex systems : resting brain networks and hela geneexpression profile as case studies
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Dynamic causal modeling of brain activity
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Intra-V1 functional networks and classification of observed stimuli
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Assessing cortical excitability with electroencephalography : a pilot study with EEG-iTBS
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Reliable measurement of auditory-driven gamma synchrony with a single EEG electrode : a simultaneous EEG-MEG study
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brainlife.io : a decentralized and open-source cloud platform to support neuroscience research
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An information-theoretic approach to build hypergraphs in psychometrics
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Cognitive modelling of concepts in the mental lexicon with multilayer networks : insights, advancements, and future challenges
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- Journal Article
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Aperiodic component of EEG power spectrum and cognitive performance are modulated by education in aging
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HOI : a python toolbox for high-performance estimationof higher-order interactions from multivariate data
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Disentangling high-order effects in the transfer entropy
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The coming decade of digital brain research : a vision for neuroscience at the intersection of technology and computing
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Gradients of O-information highlight synergy and redundancy in physiological applications
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Assessing high-order links in cardiovascular and respiratory networks via static and dynamic information measures
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Frontal effective connectivity increases with task demands and time on task : a Dynamic Causal Model of electrocorticogram in macaque monkeys
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The impact of ROI extraction method for MEG connectivity estimation : practical recommendations for the study of resting state data
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Auditory white noise exposure results in intrinsic cortical excitability changes
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Task matters : individual MEG signatures from naturalistic and neurophysiological brain states
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- Journal Article
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Reduced connectivity of primary auditory and motor cortices during exposure to auditory white noise
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- Conference Paper
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Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging
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Gradients of O-information : low-order descriptors of high-order dependencies
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BTC_preop
(2022) -
BTC_postop
(2022) -
- Journal Article
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WHOCARES : WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions
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- Journal Article
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Auditory driven gamma synchrony is associated with cortical thickness in widespread cortical areas
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- Journal Article
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Disentangling high-order mechanisms and high-order behaviours in complex systems
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- Journal Article
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Brain simulation as a cloud service : the Virtual Brain on EBRAINS
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Theta-phase connectivity between medial prefrontal and posterior areas underlies novel instructions implementation
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- Journal Article
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A new framework for the time- and frequency-domain assessment of high-order interactions in networks of random processes
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- Journal Article
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Quantifying high-order interdependencies on individual patterns via the local O-information : theory and applications to music analysis
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- Miscellaneous
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Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
(2022) -
- Miscellaneous
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Cognitive modelling with multilayer networks : insights, advancements and future challenges
(2022) -
- Miscellaneous
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Frontal effective connectivity increases with task demands and time on task : a DCM study on electrocorticogram in macaque monkeys
(2022) -
- Journal Article
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Pre- and post-surgery brain tumor multimodal magnetic resonance imaging data optimized for large scale computational modelling
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Approaching or decentering? Differential neural networks underlying experiential emotion regulation and cognitive defusion
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- Journal Article
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Individual differences in mental imagery modulate effective connectivity of scene-selective regions during resting state
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- Journal Article
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Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex
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- Journal Article
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Investigation on how dynamic effective connectivity patterns encode the fluctuating pain intensity in chronic migraine
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- Journal Article
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Beyond pairwise network similarity : exploring mediation and suppression between networks
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- Journal Article
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Measuring high-order interactions in rhythmic processes through multivariate spectral information decomposition
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- Journal Article
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Extending the spectral decomposition of Granger causality to include instantaneous influences : application to the control mechanisms of heart rate variability
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- Journal Article
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Multivariate correlation measures reveal structure and strength of brain–body physiological networks at rest and during mental stress
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- Journal Article
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How hot is the hot zone? Computational modelling clarifies the role of parietal and frontoparietal connectivity during anaesthetic-induced loss of consciousness
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- Journal Article
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Quantifying dynamical high-order interdependencies from the O-information : an application to neural spiking dynamics
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- Journal Article
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rsHRF : a toolbox for resting-state HRF estimation and deconvolution
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Brainhack : developing a culture of open, inclusive, community-driven neuroscience
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Inclusion of instantaneous influences in the spectral decomposition of causality : application to the control mechanisms of heart rate variability
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- Journal Article
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The effect of painful laser stimuli on EEG gamma-band activity in migraine patients and healthy controls
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- Miscellaneous
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PRINCIPIA : a decentralized peer-review ecosystem
(2020) -
- Journal Article
- A1
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Synergistic information transfer in the global system of financial markets
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- Journal Article
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The influence of nociceptive and neuropathic pain states on the processing of acute electrical nociceptive stimulation : a dynamic causal modeling study
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- Journal Article
- A1
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Objects seen as scenes : neural circuitry for attending whole or parts
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- Journal Article
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Modeling brain dynamics after tumor resection using The Virtual Brain
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- Journal Article
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Disambiguating the role of blood flow and global signal with partial information decomposition
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- Journal Article
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Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age
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- Journal Article
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Effective connectivity modulations related to win and loss outcomes
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- Journal Article
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The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI
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- Journal Article
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A mean field approach to model levels of consciousness from EEG recordings
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- Journal Article
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Dynamic causal modelling of the reduced habituation to painful stimuli in migraine : an EEG study
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- Journal Article
- A1
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Complete hemispherotomy leads to lateralized functional organization and lower level of consciousness in the isolated hemisphere
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Partial information decomposition in the frequency domain : application to control mechanisms of heart rate variability at rest and during postural stress
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Synergistic and redundant brain-heart information in patients with focal epilepsy
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TVB time series and connectomes for personalized brain modeling in brain tumor patients
(2019) -
- Journal Article
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- open access
Quantifying the effect of demixing approaches on directed connectivity estimated between reconstructed EEG sources
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Cognitive effort modulates frontal effective connections : a dynamic causal modeling study on Macaque monkeys
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- Journal Article
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- open access
Connectome sorting by consensus clustering increases separability in group neuroimaging studies
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How cognitive control modulates intrinsic connectivity : a dynamic causal modeling study for cross-spectral density using Bayesian belief updating
(2019) -
- Journal Article
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- open access
Dynamic causal modelling of fluctuating connectivity in resting-state EEG
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- Journal Article
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Advancing functional connectivity research from association to causation
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- Journal Article
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Modulation of the spontaneous hemodynamic response function across levels of consciousness
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- Journal Article
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- open access
Deletion of autism risk gene Shank3 disrupts prefrontal connectivity
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- Journal Article
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- open access
The interplay between emotion regulation, emotional well‐being, and cognitive functioning in brain tumor patients and their caregivers : an exploratory study
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- Journal Article
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- open access
Information decomposition of multichannel EMG to map functional interactions in the distributed motor system
(2019) NEUROIMAGE. -
- Journal Article
- A1
- open access
Multiscale information decomposition dissects control mechanisms of heart rate variability at rest and during physiological stress
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Mapping attention during gameplay : assessment of behavioral and ERP markers in an auditory oddball task
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- Journal Article
- A1
- open access
Synergy as a warning sign of transitions : the case of the two-dimensional Ising model
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Controversies in EEG source imaging and connectivity : modeling, validation, benchmarking
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- Journal Article
- A1
- open access
Estimating directed connectivity from cortical recordings and reconstructed sources
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- Journal Article
- A1
- open access
Critical comments on EEG sensor space dynamical connectivity analysis
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- Journal Article
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Electrophysiological brain connectivity : theory and implementation
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- Miscellaneous
- open access
Evaluating the performance of 3-tissue constrained spherical deconvolution pipelines for within-tumor tractography
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Dilution of ferromagnets via a random graph-based strategy
(2018) COMPLEXITY. -
- Journal Article
- A1
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Variability and reliability of effective connectivity within the core default mode network : a multi-site longitudinal spectral DCM study
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Do not disturb : psychophysiological correlates of boredom, flow and frustration during VR gaming
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- Journal Article
- A1
- open access
Modeling brain dynamics in brain tumor patients using the virtual brain
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- Journal Article
- A1
- open access
Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data
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- Conference Paper
- C1
- open access
Functional connectivity hubs and thalamic hemodynamics in rolandic epilepsy
(2018) Complex networks and their applications VII. In Studies in Computational Intelligence 813. p.627-638 -
- Journal Article
- A1
- open access
Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity
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- Journal Article
- A2
- open access
Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner
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- Journal Article
- A1
- open access
Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns
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Multiscale Granger causality analysis by à trous wavelet transform
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- Journal Article
- A1
- open access
Multiscale granger causality
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Modeling global brain dynamics in brain tumor patients using The Virtual Brain
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- Journal Article
- A1
- open access
Dynamic causal modelling of seizure activity in a rat model
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New (spectral) dynamic causal modeling scheme improves effective connectivity estimation within resting state networks in longitudinal data
(2017) -
- Journal Article
- A1
- open access
Evolutionary dynamics of group formation
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- Conference Paper
- C3
- open access
Modeling global brain dynamics in brain tumor patients using The Virtual Brain
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- Conference Paper
- C3
- open access
Modeling global brain dynamics in brain tumor patients using The Virtual Brain
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- Journal Article
- A2
- open access
Visibility graphs for fMRI data : multiplex temporal graphs and their modulations across resting-state networks
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- Journal Article
- A2
- open access
Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population
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- Journal Article
- A1
- open access
Ising model with conserved magnetization on the human connectome : implications on the relation structure-function in wakefulness and anesthesia
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- Journal Article
- A1
- open access
Multiscale information decomposition : exact computation for multivariate gaussian processes
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- Journal Article
- A1
- open access
Mapping the functional connectome traits of levels of consciousness
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- Journal Article
- A1
- open access
Tracking dynamic interactions between structural and functional connectivity : a TMS/EEG-dMRI study
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- Journal Article
- A2
- open access
Consensus clustering approach to group brain connectivity matrices
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Within and between subject variability of effective connectivity in (small) resting state networks: A spectral dynamic causal modeling study
(2017) -
- Journal Article
- A2
- open access
On the interpretability and computational reliability of frequency-domain Granger causality
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Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
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An information-theoretic framework to map the spatio-temporal dynamics of the scalp electroencephalogram
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Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
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Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
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Vagus nerve stimulation applied with a rapid cycle has more profound influence on hippocampal electrophysiology than a standard cycle
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- Journal Article
- A1
- open access
Sensitivity of the resting-state haemodynamic response function estimation to autonomic nervous system fluctuations
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Predictability decomposition detects the impairment of brain–heart dynamical networks during sleep disorders and their recovery with treatment
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Accelerated HF-rTMS protocol has a rate-dependent effect on dACC activation in alcohol-dependent patients: an open-label feasibility study
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- Journal Article
- A1
- open access
Brain networks under attack : robustness properties and the impact of lesions
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- Journal Article
- A1
- open access
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality
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- Journal Article
- A2
- open access
Information flow between resting-state networks
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- Journal Article
- A1
- open access
Functional connectivity of EEG signals under laser stimulation in migraine
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The challenge of successive dynamic causal models
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- Conference Paper
- P1
- open access
Synergy, redundancy and unnormalized Granger causality
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Investigating dynamical information transfer in the brain following a TMS pulse: insights from structural architecture
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- Conference Paper
- P1
- open access
Retrieving the hemodynamic response function in resting state fMRI: methodology and application
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- Journal Article
- A1
- open access
Tracking slow modulations in synaptic gain using dynamic causal modelling : validation in epilepsy
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Point-process deconvolution of fMRI BOLD signal reveals effective connectivity alterations in chronic pain patients
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Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
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Linear and non-linear brain-heart and brain-brain interactions during sleep
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- Journal Article
- A1
- open access
Estimating the decomposition of predictive information in multivariate systems
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The impact of accelerated HF-rTMS on the subgenual anterior cingulate cortex in refractory unipolar major depression: insights from 18FDG PET brain imaging
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- Journal Article
- A1
- open access
Lagged and instantaneous dynamical influences related to brain structural connectivity
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Functional connectivity density and balance in young patients with traumatic axonal injury
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- Journal Article
- A1
- open access
Cardiorespiratory information dynamics during mental arithmetic and sustained attention
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- Conference Paper
- C3
- open access
Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
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Lesion to Hippocampus changes resting state functional connectivity in rat brain reflecting structural damage
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- Journal Article
- A1
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Identification of redundant and synergetic circuits in triplets of electrophysiological data
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- Journal Article
- A2
- open access
Resting-state functional connectivity of the sensorimotor network in individuals with non-specific low back pain and the association with the sit-to-stand-to-sit task
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- Journal Article
- A1
- open access
Synergy and redundancy in the Granger causal analysis of dynamical networks
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- Journal Article
- A1
- open access
Information transfer and criticality in the Ising model on the human connectome
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- Miscellaneous
- open access
Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics
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- Journal Article
- A1
- open access
MuTE: A MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy
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- Conference Paper
- P1
- open access
MuTE: a new matlab toolbox for estimating the multivariate transfer entropy in physiological variability series
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- Journal Article
- A1
- open access
Directed information transfer in scalp electroencephalographic recordings : insights on disorders of consciousness
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- Journal Article
- A1
- open access
Posterior cingulate cortex-related co-activation patterns: a resting state fMRI study in propofol-induced loss of consciousness
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Information dynamics of brain–heart physiological networks during sleep
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- Journal Article
- A1
- open access
COMT Val(158)Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females
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Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer
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Functional brain connectivity from EEG in epilepsy: seizure prediction and epileptogenic focus localization.
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- Journal Article
- A1
- open access
Altered processing of sensory stimuli in patients with migraine
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- Journal Article
- A1
- open access
Left and right amygdala : mediofrontal cortical functional connectivity is differentially modulated by harm avoidance
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- Journal Article
- A1
- open access
Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity
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- Conference Paper
- C3
- open access
Lesion to left hippocampus changes functional connectivity according to changes in structure
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- Journal Article
- A1
- open access
The touch and zap method for in vivo whole-cell patch recording of intrinsic and visual responses of cortical neurons and Glial cells
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- Book Chapter
- open access
Information transfer in the brain : insights from a unified approach
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Nonlinear parametric granger causality in dynamical networks
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Information dynamics in cardiorespiratory analyses: application to controlled breathing
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Identification of informative subgraphs in brain networks
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- Journal Article
- A1
- open access
Mapping the voxel-wise effective connectome in resting state fMRI
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Comparing model-free and model-based transfer entropy estimators in cardiovascular variability
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- Journal Article
- A1
- open access
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data
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- Journal Article
- A2
- open access
Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality
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Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura
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Information flow processing in migraine with aura: a study of effective connectivity in the EEG beta band during intermittent photic stimulation
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Functional brain connectivity across sleep stages and sleep EEG frequencies
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Effective brain connectivity during sleep
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- Journal Article
- A1
- open access
Causal information approach to partial conditioning in multivariate data sets
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The effect of neural adaptation on population coding accuracy
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- Journal Article
- A1
- open access
Expanding the transfer entropy to identify information circuits in complex systems
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- Journal Article
- A1
- open access
Mapping the epileptic brain with EEG dynamical connectivity: established methods and novel approaches
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Decomposition of the transfer entropy: partial conditioning and informative clustering
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How lesions change resting state functional connectivity in rat brain
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Functional and effective connectivity in healthy human EEG across sleep stages
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The influence of intensive HF-rTMS treatment on functional connectivity in treatment-resistant unipolar depression
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Information flow in networks and the law of diminishing marginal returns: evidence in human EEG recordings across cognitive and physiological states
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- Conference Paper
- C3
- open access
Brain mapping of an epileptic brain using EEG functional and effective connectivity
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- Conference Paper
- C1
- open access
Identification of informative subgraphs in complex systems
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- Journal Article
- A1
- open access
Information flow in networks and the law of diminishing marginal returns : evidence from modeling and human electroencephalographic recordings
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Multiscale causal connectivity analysis by canonical correlation: theory and application to epileptic brain
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Nonlinear connectivity by Granger causality
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Small-world directed networks in the human brain : multivariate granger causality analysis of resting-state fMRI
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- Journal Article
- A1
- open access
Kernel method for nonlinear Granger causality
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Semi-supervised learning by search of optimal target vector
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- Journal Article
- A1
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Kernel-Granger causality and the analysis of dynamical networks
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- Journal Article
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Phase diagram of a generalized Winfree model
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- Journal Article
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Identification of network modules by optimization of ratio association
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- Journal Article
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- open access
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses
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Natural clustering : the modularity approach
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Effects of levetiracetam vs topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine
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Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series
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- Journal Article
- A1
- open access
Nonlinear parametric model for Granger causality of time series
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Measuring randomness by leave-one-out prediction error : analysis of EEG after painful stimulation
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Kernel method for clustering based on optimal target vector
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Leave-one-out prediction error of systolic arterial pressure time series under paced breathing
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Visually evoked phase synchronization changes of alpha rhythm in migraine : correlations with clinical features
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The measure of randomness by leave-one-out prediction error in the analysis of EEG after laser painful stimulation in healthy subjects and migraine patients
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- Journal Article
- A1
- open access
Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation
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- Journal Article
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- open access
Steady-state visual evoked potentials and phase synchronization in migraine patients
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- Journal Article
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Radial basis function approach to nonlinear Granger causality of time series