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
L.Angelini, G.Lattanzi, R.Maestri, D.Marinazzo, G.Nardulli, L.Nitti, M.Pellicoro, G.Pinna, S.Stramaglia
Steady-state visual evoked potentials and phase synchronization in migraine patients
L.Angelini, M.De Tommaso, M.Guido, K.Hu, P.Ivanov, D.Marinazzo, G.Nardulli, L.Nitti, M.Pellicoro, C.Pierro, S.Stramaglia