Assessing High-Order Links in Cardiovascular and Respiratory Networks via Static and Dynamic Information Measures
G. Mijatovic, L. Sparacino, Y. Antonacci, M. Javorka, D. Marinazzo, S. Stramaglia, L. Faes
Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements, and future challenges
M. Stella, S. Citraro, G. Rossetti, D. Marinazzo, Y. N. Kenett, M. S. Vitevitch
Intra-V1 functional networks and classification of observed stimuli
M. Ontivero-Ortega, J. Iglesias-Fuster, D. Marinazzo and M.J. Valdes-Sosa
Assessing cortical excitability with electroencephalography: A pilot study with EEG-iTBS
G. Pellegrino, A.-L. Schuler, Z. Cai, D. Marinazzo, F. Tecchio, L. Ricci, M. Tombini, V. di Lazzaro, G. Assenza
Gradients of O-information highlight synergy and redundancy in physiological applications
T. Scagliarini, L. Sparacino, L. Faes, D. Marinazzo, S. Stramaglia
The impact of ROI extraction method for MEG connectivity estimation: practical recommendations for the study of resting state data
D. Brkić, S. Sommariva, A.-L. Schuler, A. Pascarella, P. Belardinelli, S. L. Isabella, G. Di Pino, G. Ferrazzi, J. Rasero, G. Arcara, D. Marinazzo, G. Pellegrino
Task matters: individual MEG signatures from naturalistic and neurophysiological brain states
N. Colenbier, E. Sareen, T. del Aguila Puntas, A. Griffa, G. Pellegrino, D. Mantini, D. Marinazzo, G. Arcara, E. Amico
Reduced connectivity of primary auditory and motor cortices during exposure to auditory white noise
M. Pinardi, A.-L. Schuler, G. Arcara, F. Ferreri, D. Marinazzo, G. Di Pino and G. Pellegrino
Gradients of O-information: low-order descriptors of high-order dependencies
T. Scagliarini, D. Nuzzi, Y. Antonacci, L. Faes, F. E. Rosas, D. Marinazzo, S. Stramaglia
Frontal effective connectivity increases with task demands and time on task: a Dynamic Causal Model of electrocorticogram in macaque monkeys
K. Wegner, C.R.E. Wilson, E. Procyk, K.J. Friston, F. Van de Steen, D.A. Pinotsis, D. Marinazzo
Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex
F. Van de Steen, D. Pinotsis, W. Devos, N. Colenbier, I. Bassez, K. Friston, D. Marinazzo
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes
L. Faes, G. Mijatovic, Y. Antonacci, R. Pernice, C. Barà, L. Sparacino, M. Sammartino, A. Porta, D. Marinazzo, S. Stramaglia
Pre- and post-surgery brain tumor multimodal magnetic resonance imaging data optimized for large scale computational modelling
H. Aerts, N. Colenbier, H. Almgren, T. Dhollander, J. Rasero Daparte, K. Clauw, A. Johri, J. Meier, J. Palmer, M. Schirner, P. Ritter & D. Marinazzo
WHOCARES: data-driven WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions
N. Colenbier, M. Marino, G. Arcara, B. Frederick, G. Pellegrino, D. Marinazzo, G. Ferrazzi
Approaching or Decentering? Differential Neural Networks Underlying Experiential Emotion Regulation and Cognitive Defusion
Y. Wang, I. Vantieghem, D. Dong, J. Nemegeer, J. De Mey, P. Van Schuerbeek, D. Marinazzo, and M. Vandekerckhove
Investigation on How Dynamic Effective Connectivity Patterns Encode the Fluctuating Pain Intensity in Chronic Migraine
I. Bassez, F. Van de Steena, S. Hacklc, P. Jahn, A. Mayr, D. Marinazzo, E. Schulz
Theta-phase connectivity between medial prefrontal and posterior areas underlies novel instructions implementation
S. Formica, C. González-García, M. Senoussi, D. Marinazzo, M. Brass
Auditory driven gamma synchrony is associated with cortical thickness in widespread cortical areas
A.-L. Schüler, G. Ferrazzi, N. Colenbier, G. Arcara, F. Piccione, F. Ferreri, D. Marinazzo, G. Pellegrino
Disentangling high-order mechanisms and high-order behaviours in complex systems
F. E. Rosas, P. A. M. Mediano, A. I. Luppi, T. F. Varley, J. T. Lizier, S. Stramaglia, H. J. Jensen, D. Marinazzo
Individual differences in mental imagery modulate effective connectivity of scene-selective regions during resting state
M. G. Tullo, H. Almgren, F. Van de Steen, V. Sulpizio, D. Marinazzo, G. Galati
Quantifying high-order interdependencies on individual patterns via the local O-information: theory and applications to music analysis
T. Scagliarini, D. Marinazzo, Y. Guo, S. Stramaglia, F.E. Rosas
Brain simulation as a cloud service: The Virtual Brain on EBRAINS
M. Schirner, ..., D. Marinazzo, ..., P. Ritter
Measuring High-Order Interactions in Rhythmic Processes through Multivariate Spectral Information Decomposition
Y. Antonacci, L. Minati, D. Nuzzi, G. Mijatovic, R. Pernice, D. Marinazzo, S. Stramaglia, L. Faes
Extending the spectral decomposition of Granger causality to include instantaneous influences: application to the control mechanisms of heart rate variability
D. Nuzzi, S. Stramaglia, M. Javorka, D. Marinazzo, A. Porta, L. Faes
rsHRF: A Toolbox for Resting-State HRF Estimation and Deconvolution
G. Wu, N. Colenbier, S. Van Den Bossche, K. Clauw, A. Johri, M. Tandon, D. Marinazzo
Beyond pairwise network similarity: exploring Mediation and Suppression between networks
L. Lacasa, S. Stramaglia, D. Marinazzo
Brainhack : developing a culture of open, inclusive, community-driven neuroscience
The BrainHack community
How hot is the hot zone? Computational modelling clarifies the role of parietal and frontoparietal connectivity during anaesthetic-induced loss of consciousness: Computational modelling of anaesthetic-induced LOC
R. Ihalainen, O. Gosseries, F. Van de Steen, F. Raimondo, R. Panda, V. Bonhomme, D. Marinazzo, H. Bowman, S. Laureys, & S. Chennu
Quantifying dynamical high-order interdependencies from the O-information: an application to neural spiking dynamics
S. Stramaglia, T. Scagliarini, B.C. Daniels, D. Marinazzo
Multivariate Correlation Measures Reveal Structure and Strength of Brain-Body Physiological Networks at Rest and During Mental Stress
R. Pernice, Y. Antonacci, M. Zanetti, A. Busacca, D. Marinazzo, L. Faes, and G.D. Nollo
Dynamic Causal Modelling of the Reduced Habituation to Painful Stimuli in Migraine: An EEG Study
I. Bassez, F. Van de Steen, K. Ricci, E. Vecchio, E. Gentile, D. Marinazzo, M. De Tommaso
Complete hemispherotomy leads to lateralized functional organization and lower level of consciousness in the isolated hemisphere
T. Blauwblomme, A. Demertzi, J.-M. Tacchela, L. Fillon, M. Bourgeois, E. Lositto, ..., R. Nabbout
Synergistic Information Transfer in the Global System of Financial Markets
T. Scagliarini, L. Faes, D. Marinazzo, S. Stramaglia, R.N. Mantegna
A mean field approach to model levels of consciousness from EEG recordings
M.A. Javarone, O. Gosseries, D. Marinazzo, Q. Noirhomme, V. Bonhomme, J.-F. Brichant, S. Laureys, S. Chennu
The effect of painful laser stimuli on EEG gamma-band activity in migraine patients and healthy controls
I. Bassez, K. Ricci, E. Vecchio, M. Delussi, E. Gentile, D. Marinazzo, M. de Tommaso
Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age
D. Nuzzi, M. Pellicoro, L. Angelini, D. Marinazzo, S. Stramaglia
Disambiguating the role of blood flow and global signal with Partial Information Decomposition
N. Colenbier, F. Van De Steen, L.Q. Uddin, R.A. Poldrack, V.D. Calhoun, D. Marinazzo
Modeling brain dynamics after tumor resection using The Virtual Brain
H. Aerts, M. Schirner, T. Dhollander, B. Jeurissen, E. Achten, D. Van Roost, P. Ritter, D. Marinazzo
The influence of nociceptive and neuropathic pain states on the processing of acute electrical nociceptive stimulation: A dynamic causal modeling study
L. Goudman, D. Marinazzo, F. Van de Steen, G. Nagels, A. De Smedt, E. Huysmans, K. Putman, R. Buyl, K. Ickmans, J. Nijs, I. Coppieters, M. Moens
Objects seen as scenes: neural circuitry for attending whole or parts
M. Valdes-Sosa, M. Ontivero-Ortega, J. Iglesias-Fuster, A. Lage-Castellanos, J. Gong, C. Luo, A.M. Castro-Laguardia, M.A. Bobes, D. Marinazzo, D. Yao
The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI
H. Almgren, F. Van de Steen, A. Razi, K.J Friston, D. Marinazzo
Effective connectivity modulations related to win and loss outcomes.
F. Van de Steen,R.M. Krebs, N. Colenbier, H. Almgren, D. Marinazzo
Advancing functional connectivity research from association to causation
A.T. Reid, D.B. Headley, R.D. Mill, R. Sanchez-Romero, L.Q. Uddin, D.Marinazzo, D.J. Lurie, P.A. Valdés-Sosa, S.J. Hanson, B.B. Biswal, V.Calhoun, R.A. Poldrack, M.W. Cole
The interplay between emotion regulation, emotional well-being, and cognitive functioning in brain tumor patients and their caregivers: An exploratory study
H. Aerts, T. Van Vrekhem, L. Stas, D. Marinazzo
Information decomposition of multichannel EMG to map functional interactions in the distributed motor system
T. Boonstra, L. Faes, J.N. Kerkman, D. Marinazzo
[journal page]
Modulation of the spontaneous hemodynamic response function across levels of consciousness
G.Wu, C. Di Perri, V. Charland-Verville, C. Martial, M. Carrière, A. Vanhaudenhuyse S. Laureys, D. Marinazzo
Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress
J. Krohova, L. Faes, B. Czippelova, Z. Turianikova, N. Mazgutova, R. Pernice, A. Busacca, D. Marinazzo, S. Stramaglia, and M. Javorka
Electrophysiological Brain Connectivity: Theory and Implementation
B. He, L. Astolfi, P.A. Valdes-Sosa, D. Marinazzo, S. Palva, C.G. Benar, C. Michel, T. Koenig
Deletion of autism risk gene Shank3 disrupts prefrontal connectivity
M. Pagani, A. Bertero, A. Liska, A. Galbusera, M. Sabbioni, N. Barsotti, N. Colenbier, D. Marinazzo, M.L. Scattoni, M. Pasqualetti and A. Gozzi
Controversies in EEG Source Imaging and Connectivity: Modeling, Validation, Benchmarking
D. Marinazzo, J.J. Riera, L. Marzetti, L. Astolfi, D. Yao, P.A. Valdes Sosa
Synergy as a warning sign of transitions: the case of the two-dimensional Ising model
D. Marinazzo, L. Angelini, M. Pellicoro, S. Stramaglia
Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources
A. Anzolin, P. Presti, F. Van De Steen, L. Astolfi, S. Haufe, D. Marinazzo
Mapping attention during gameplay: Assessment of behavioral and ERP markers in an auditory oddball task
E. Nuñez Castellar, J-.N. Antons, D. Marinazzo, J. van Looy
Dynamic causal modelling of fluctuating connectivity in resting-state EEG
F. Van de Steen, H. Almgren, A. Razi, K. Friston, D. Marinazzo
Connectome preprocessing by Consensus Clustering increases separability in group neuroimaging studies
J. Rasero, J. Cortes, D. Marinazzo, S. Stramaglia
Functional Connectivity Hubs and Thalamic Hemodynamics in Rolandic Epilepsy
C. Garcia Forlim, R. Siugzdaite, Y. Yu,Y. Tang, W. Liao, D. Marinazzo
Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data
J. Rasero, H. Aerts, J.Cortes, S. Stramaglia, D. Marinazzo
Variability and reliability of effective connectivity within the core default mode network: A longitudinal spectral DCM study
H. Almgren, F. Van de Steen, S. Kuehn, A. Razi, K. Friston, D. Marinazzo
Modeling brain dynamics in brain tumor patients using The Virtual Brain
H. Aerts, M. Schirner, B. Jeurissen, D. Van Roost, E. Achten, P. Ritter, D. Marinazzo
Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity
D. Rangaprakash, G. Wu, D. Marinazzo, X. Hu, G. Deshpande
Dilution of Ferromagnets via a Random Graph-based Strategy
M.A. Javarone, D. Marinazzo
Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner
D. Rangaprakash, G. Wu, D. Marinazzo, X. Hu, G. Deshpande
Evolutionary Dynamics of Group Formation
M.A. Javarone, D. Marinazzo
On the interpretability and computational reliability of frequency-domain Granger causality
L. Faes, S. Stramaglia, D. Marinazzo
Multiscale Granger causality
L. Faes, G. Nollo, S. Stramaglia, D. Marinazzo
Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns
C. Di Perri, E. Amico, L. Heine, J. Annen, C. Martial, S. Larroque, A. Soddu, D. Marinazzo, S. Laureys
Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes
L. Faes, D. Marinazzo, S. Stramaglia
Consensus clustering approach to group brain connectivity matrices
J. Rasero, M. Pellicoro, L. Angelini, J.M. Cortes, D. Marinazzo, S. Stramaglia
Visibility graphs for fMRI data: multiplex temporal graphs and their modulations across resting state networks
S. Sannino, S. Stramaglia, L. Lacasa, D. Marinazzo
Ising Model with conserved magnetization on the Human Connectome:
implications on the relation structure-function in wakefulness and anesthesia
S. Stramaglia, M. Pellicoro, L. Angelini, E. Amico, H. Aerts, J. Cortes, S. Laureys, D. Marinazzo
Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population
I. Diez, D. Drijkroningen, S. Stramaglia, P. Bonifazi, D. Marinazzo, J. Gooijers, S. Swinnen, J. Cortes
Mapping the functional connectome traits of levels of consciousness
E. Amico, D. Marinazzo, C. Di Perri, L. Heine, J. Annen, C. Martial, M. Dezmidzic, M. Kirsch, V. Bonhomme, S. Laureys, J. Goñi
Tracking dynamic interactions between structural and functional connectivity: a TMS/EEG-dMRI study
E. Amico, O. Bodart, O. Gosseries, L. Heine, M. Rosanova, P. Van Mierlo, C. Martial, M. Massimini, D. Marinazzo, S. Laureys
Critical comments on EEG sensor space dynamical connectivity analysis
F. van de Steen, L. Faes, E. Karahan, J. Songsiri, P. Valdes Sosa, D. Marinazzo
Brain networks under attack: robustness properties and the impact of lesions
H. Aerts, W. Fias, K. Caeyenberghs, D. Marinazzo
Dynamic causal modelling of seizure activity in a rat model
M. Papadopoulou, G. Cooray, R. Rosch, R. Moran, D. Marinazzo, K. Friston
Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
S. Stramaglia, L. Angelini, G. Wu, J. Cortes, L. Faes, D. Marinazzo
An Information-Theoretic Framework to Map the Spatio-Temporal
Dynamics of the Scalp Electroencephalogram
L. Faes, D. Marinazzo, G. Nollo, A. Porta
Vagus Nerve Stimulation Applied with a Rapid Cycle Has More Profound Influence on Hippocampal Electrophysiology Than a Standard Cycle
L.E. Larsen, W.J. Wadman, D. Marinazzo, P. van Mierlo, J. Delbeke, S. Daelemans, M. Sprengers, L. Thyrion, W. van Lysebettens, E. Carrette, P. Boon, K. Vonck, R. Raedt
Sensitivity of the resting state hemodynamic response function estimation to autonomic nervous system fluctuations
G. Wu, D. Marinazzo
Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment
L. Faes, D. Marinazzo, S. Stramaglia, F. Jurysta, A. Porta, G. Nollo
Functional Connectivity of EEG Signals Under Laser Stimulation in Migraine
M. de Tommaso, G. Trotta, E. Vecchio, K. Ricci, F. Van de Steen, A. Montemurno, M. Lorenzo, D. Marinazzo, R. Bellotti, S. Stramaglia
Accelerated HF-rTMS protocol has a rate-dependent effect on dACC activation in alcohol-dependent patients: an open-label feasibility study
S. Herremans, R. De Raedt, P. Van Schuerbeek, D. Marinazzo, F. Matthys, J. De Mey, C. Baeken
Identification of redundant and synergetic circuits in triplets of electrophysiological data
A. Erramuzpe, G. Ortega, J. Pastor, R. de Sola, D. Marinazzo, S. Stramaglia, J. Cortes
Estimating directed connectivity from cortical recordings and reconstructed sources
M. Papadopoulou, K. Friston, D. Marinazzo
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality
A. Montalto, S. Stramaglia, L. Faes, G. Tessitore, R. Prevete, D. Marinazzo
Lagged and instantaneous dynamical influences related to brain structural connectivity
C. Alonso, I. Diez, L. Remaki, I. Escudero, B. Mateos, Y. Rosseel, D. Marinazzo, S. Stramaglia, J. Cortes
Information flow between resting state networks
I. Diez, E. Erramuzpe, I. Escudero, B. Mateos, A. Cabrera, D. Marinazzo, E. Sanz-Arigita, S. Stramaglia, J. Cortes
Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention
D. Widjaja, A. Montalto, E. Vlemincx, D. Marinazzo, S. Van Huffel, L. Faes
Linear and non-linear brain-heart and brain-brain interactions during sleep
L. Faes, D. Marinazzo, F. Jurysta, G. Nollo
Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
C. Varon, A. Montalto, K. Jansen, L. Lagae, D. Marinazzo, L. Faes, S. Van Huffel
Estimating the decomposition of predictive information in multivariate systems
L. Faes, D. Kugiumtzis, G. Nollo, F. Jurysta and D. Marinazzo
The impact of accelerated HF-rTMS on the subgenual Anterior Cingulate Cortex in refractory unipolar major depression: insights from 18FDG PET brain imaging
C. Baeken, D. Marinazzo, H. Everaert, G. Wu, C. Vanhove, K. Audenaert, I. Goethals, F. De Vos, K. Peremans, R. De Raedt
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
M. Pijnenburg, S. Brumagne, K. Caeyenberghs, L. Janssens, D. Marinazzo, S. Swinnen, K. Claeys, N. Goossens, R. Siugzdaite
Tracking slow modulations in synaptic gain using Dynamic Causal Modelling: validation in epilepsy
M. Papadopoulou, M. Leite, P. Van Mierlo, K. Vonck, L. Lemieux, K.J. Friston, D. Marinazzo
Editorial for the Research Topic: Information-based methods for neuroimaging: analyzing structure, function and dynamics
J.M. Cortes, D. Marinazzo, M.A. Muñoz
Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
C. Varon, A. Montalto, K. Jansen, L. Lagae, D. Marinazzo, L. Faes, S. Van Huffel
Information dynamics of brain-heart physiological networks during sleep
L. Faes, G. Nollo, F. Jurysta, D. Marinazzo
Functional connectivity density and balance in young patients with traumatic axonal injury
K. Caeyenberghs, R. Siugzdaite, D. Drijkoningen, D. Marinazzo, S. Swinnen
Point-process deconvolution of fMRI BOLD signal reveals effective connectivity alterations in chronic pain patients
G. Wu, D. Marinazzo
MuTE: a MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy
A. Montalto, L. Faes, D. Marinazzo
Synergy and redundancy in the Granger causal analysis of dynamical networks
S. Stramaglia, J.M. Cortes, D. Marinazzo
Functional Brain Connectivity from EEG in Epilepsy: Seizure Prediction and Epileptogenic Focus Localization
P. Van Mierlo, M. Papadopoulou, E. Carrette, P. Boon, S. Vandenberghe, K. Vonck, D. Marinazzo
Posterior cingulate cortex-related co-activation patterns: a resting state fMRI study in
propofol-induced loss of consciousness
E. Amico, F. Gomez, C. Di Perri, A. Vanhaudenhuyse, D. Lesenfants, P. Boveroux, V. Bonhomme, J.-F. Brichant, D. Marinazzo, S. Laureys
COMT Val158Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females
C. Baeken, D. Marinazzo, G. Wu, S. Claes, P. Van Schuerbeek, J. De Mey, R. Luypaert, R. De Raedt
Lag-specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer
L. Faes, D. Marinazzo, A. Montalto, G. Nollo
The Touch and Zap Method for In Vivo Whole-Cell Patch Recording of Intrinsic and Visual Responses of Cortical Neurons and Glial Cells
A. Schramm, D. Marinazzo, T. Gener, L.J. Graham
Left and Right Amygdala - Mediofrontal Cortical Functional Connectivity Is Differentially Modulated by Harm Avoidance
C. Baeken, D. Marinazzo, P. Van Schuerbeek, G. Wu, J. De Mey, R. Luypaert, R. De Raedt
Information Transfer and Criticality in the Ising Model on the Human Connectome
D. Marinazzo, M. Pellicoro, G. Wu, L.Angelini, J.M. Cortes, S. Stramaglia
Altered processing of sensory stimuli in patients with migraine
M. de Tommaso, A. Ambrosini, F. Brighina, G. Coppola, A. Perrotta, F. Pierelli, G. Sandrini, M. Valeriani, D. Marinazzo, S. Stramaglia, J. Schoenen
Directed Information Transfer in scalp electroencephalographic recordings: insights on disorders of consciousness
D. Marinazzo, O. Gosseries, M. Boly, D. Ledoux, M. Rosanova, M. Massimini, Q. Noirhomme, S. Laureys
Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity
C. Baeken, D. Marinazzo, G. Wu, P. Van Schuerbeek, J. De Mey, I. Marchetti, M. Vanderhasselt, J. Remue, R. Luypaert, R. De Raedt
Mapping the voxel-wise effective connectome in resting state fMRI
G. Wu, W. Liao, H. Chen, S. Stramaglia, D. Marinazzo
Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality
G. Wu, W. Liao, H. Chen, S. Stramaglia, D. Marinazzo
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data
G. Wu, W. Liao, S. Stramaglia, J. Ding, H. Chen, D. Marinazzo
Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura
M. de Tommaso, S. Stramaglia, D. Marinazzo, G. Trotta, M. Pellicoro
Expanding the transfer entropy to identify information circuits in
complex systems
S. Stramaglia, G. Wu, M. Pellicoro, D. Marinazzo
Mapping the epileptic brain with EEG dynamical connectivity: established methods and novel approaches
M. Papadopoulou, K. Vonck, P. Boon, D. Marinazzo
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Information flow in networks and the law of diminishing marginal returns: evidence from modeling and human electroencephalographic recordings
D. Marinazzo, G. Wu, L. Angelini, M. Pellicoro, S. Stramaglia
Causal information approach to partial conditioning in multivariate data
sets
D. Marinazzo, M. Pellicoro, S. Stramaglia
Neural adaptation while preserving coding accuracy
J.Cortes, D.Marinazzo, M.Oram, P.Series, T.Sejnowski, M.vanRossum
Multi-scale causal connectivity analysis by canonical correlation: theory and application to epileptic brain
G.Wu, F.Chen, D.Kang, X.Zhang, D.Marinazzo, H.Chen
Nonlinear connectivity by Granger causality
D. Marinazzo, W.Liao, H.Chen, S.Stramaglia
Small-world Directed Networks in the Human Brain: Multivariate Granger Causality Analysis of Resting State fMRI
W.Liao, J.Ding, D.Marinazzo, Z.Pan, Z.Zhang, G. Lu, H. Chen
Grouping time series by pairwise measures of redundancy
D.Marinazzo, W.Liao, M.Pellicoro, S.Stramaglia
Redundant variables and Granger causality
L.Angelini, M.De Tommaso, D. Marinazzo, L.Nitti, M.Pellicoro, S.Stramaglia
Kernel Granger Causality Mapping Effective Connectivity on fMRI Data
W.Liao, D. Marinazzo, Z.Pan, H.Chen, Q.Gong
Kernel Granger causality and the analysis of dynamical networks
D. Marinazzo, M.Pellicoro and S. Stramaglia
Kernel method for nonlinear Granger causality
D. Marinazzo, M.Pellicoro and S. Stramaglia
Semi-supervised learning by search of optimal target vector
L.Angelini, D.Marinazzo, M.Pellicoro, S. Stramaglia
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses
D. Marinazzo, H.J.Kappen and C.C.A.M. Gielen
Effects of Levetiracetam vs Topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine patients
M. De Tommaso, D.Marinazzo, L.Nitti, M.Pellicoro, M.Guido, C.Serpino, S.Stramaglia
Phase diagram of a generalized Winfree model
F. Giannuzzi, D. Marinazzo, G. Nardulli, M. Pellicoro, S. stramaglia
Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series
L.Angelini, R. Maestri, D. Marinazzo, L. Nitti, M.
Pellicoro, G. D. Pinna, S. Stramaglia, S.A. Tupputi
Natural clustering: the modularity approach
L.Angelini, D.Marinazzo, M.Pellicoro, S. Stramaglia
Identification of network modules by optimization of ratio association
L.Angelini, S.Boccaletti, D.Marinazzo, M.Pellicoro, S. Stramaglia
Nonlinear parametric model for Granger causality of time series
D. Marinazzo, M.Pellicoro and S. Stramaglia
Kernel method for clustering based on optimal target vector
L. Angelini, D. Marinazzo, M.Pellicoro and S. Stramaglia
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
M. de Tommaso, D. Marinazzo, S.Stramaglia
Measuring randomness by leave-one-out prediction error. Analysis of EEG after painful stimulation
N. Ancona, L. Angelini, M. De Tommaso, D. Marinazzo, L. Nitti, M.Pellicoro and S. Stramaglia
Leave-one-out prediction error of systolic arterial pressure time series under paced breathing
N.Ancona, R.Maestri, D.Marinazzo, L.Nitti, M. Pellicoro, G.D. Pinna, S.Stramaglia
Visually evoked phase synchronization changes of alpha rhythm in migraine. Correlations with clinical features
M. de Tommaso, D. Marinazzo, M. Guido, G. Libro,
S. Stramaglia, L. Nitti, G. Lattanzi, L. Angelini, M. Pellicoro
A Radial Basis Function approach to nonlinear Granger causality of time series
N.Ancona, D.Marinazzo, S.Stramaglia
Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation
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