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daniele marinazzo - Publications

Affiliations: 
2003-2008 Physics University of Bari, Italy 
 2008-2001 CNRS, Paris, Île-de-France, France 
 2011- Data Analysis Ghent University, Ghent, Vlaanderen, Belgium 
Area:
computational neuroscience, statistical physics, complex systems, networks
Website:
https://users.ugent.be/~dmarinaz/
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Year Citation  Score
2020 Nuzzi D, Pellicoro M, Angelini L, Marinazzo D, Stramaglia S. Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age. Network Neuroscience (Cambridge, Mass.). 4: 910-924. PMID 33615096 DOI: 10.1162/netn_a_00146  0.565
2020 Stramaglia S, Scagliarini T, Daniels BC, Marinazzo D. Quantifying Dynamical High-Order Interdependencies From the O-Information: An Application to Neural Spiking Dynamics. Frontiers in Physiology. 11: 595736. PMID 33519503 DOI: 10.3389/fphys.2020.595736  0.572
2020 Scagliarini T, Faes L, Marinazzo D, Stramaglia S, Mantegna RN. Synergistic Information Transfer in the Global System of Financial Markets. Entropy (Basel, Switzerland). 22. PMID 33286769 DOI: 10.3390/E22091000  0.585
2020 Aerts H, Schirner M, Dhollander T, Jeurissen B, Achten E, Van Roost D, Ritter P, Marinazzo D. Modeling brain dynamics after tumor resection using The Virtual Brain. Neuroimage. 213: 116738. PMID 32194282 DOI: 10.1016/J.Neuroimage.2020.116738  0.359
2020 Colenbier N, Van de Steen F, Uddin LQ, Poldrack RA, Calhoun VD, Marinazzo D. Disambiguating the role of blood flow and global signal with partial information decomposition. Neuroimage. 116699. PMID 32179104 DOI: 10.1016/J.Neuroimage.2020.116699  0.368
2020 Valdés-Sosa M, Ontivero-Ortega M, Iglesias-Fuster J, Lage-Castellanos A, Gong J, Luo C, Castro-Laguardia AM, Bobes MA, Marinazzo D, Yao D. Objects seen as scenes: Neural circuitry for attending whole or parts. Neuroimage. 116526. PMID 31935518 DOI: 10.1016/J.Neuroimage.2020.116526  0.32
2020 Nuzzi D, Pellicoro M, Angelini L, Marinazzo D, Stramaglia S. Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age Network Neuroscience. 4: 910-924. DOI: 10.1162/Netn_A_00146  0.604
2019 Krohova J, Faes L, Czippelova B, Turianikova Z, Mazgutova N, Pernice R, Busacca A, Marinazzo D, Stramaglia S, Javorka M. Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress. Entropy (Basel, Switzerland). 21. PMID 33267240 DOI: 10.3390/E21050526  0.597
2019 Almgren H, Van de Steen F, Razi A, Friston K, Marinazzo D. The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI. Neuroimage. 116435. PMID 31816423 DOI: 10.1016/J.Neuroimage.2019.116435  0.357
2019 Van de Steen F, Krebs RM, Colenbier N, Almgren H, Marinazzo D. Effective connectivity modulations related to win and loss outcomes. Neuroimage. 116369. PMID 31747561 DOI: 10.1016/J.Neuroimage.2019.116369  0.326
2019 Reid AT, Headley DB, Mill RD, Sanchez-Romero R, Uddin LQ, Marinazzo D, Lurie DJ, Valdés-Sosa PA, Hanson SJ, Biswal BB, Calhoun V, Poldrack RA, Cole MW. Advancing functional connectivity research from association to causation. Nature Neuroscience. PMID 31611705 DOI: 10.1038/S41593-019-0510-4  0.384
2019 Boonstra TW, Faes L, Kerkman JN, Marinazzo D. Information decomposition of multichannel EMG to map functional interactions in the distributed motor system. Neuroimage. 202: 116093. PMID 31404629 DOI: 10.1016/J.Neuroimage.2019.116093  0.303
2019 Wu GR, Di Perri C, Charland-Verville V, Martial C, Carrière M, Vanhaudenhuyse A, Laureys S, Marinazzo D. Modulation of the spontaneous hemodynamic response function across levels of consciousness. Neuroimage. 200: 450-459. PMID 31284028 DOI: 10.1016/J.Neuroimage.2019.07.011  0.362
2019 Marinazzo D, Angelini L, Pellicoro M, Stramaglia S. Synergy as a warning sign of transitions: The case of the two-dimensional Ising model. Physical Review. E. 99: 040101. PMID 31108637 DOI: 10.1103/Physreve.99.040101  0.606
2019 He B, Astolfi L, Valdes-Sosa PA, Marinazzo D, Palva S, Benar CG, Michel CM, Koenig T. Electrophysiological Brain Connectivity: Theory and Implementation. Ieee Transactions On Bio-Medical Engineering. PMID 31071012 DOI: 10.1109/Tbme.2019.2913928  0.338
2019 Anzolin A, Presti P, Van De Steen F, Astolfi L, Haufe S, Marinazzo D. Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources. Brain Topography. PMID 30972604 DOI: 10.1007/S10548-019-00705-Z  0.324
2019 Rasero J, Diez I, Cortes JM, Marinazzo D, Stramaglia S. Connectome sorting by consensus clustering increases separability in group neuroimaging studies. Network Neuroscience (Cambridge, Mass.). 3: 325-343. PMID 30793085 DOI: 10.1162/netn_a_00074  0.537
2019 Van de Steen F, Almgren H, Razi A, Friston K, Marinazzo D. Dynamic causal modelling of fluctuating connectivity in resting-state EEG. Neuroimage. 189: 476-484. PMID 30690158 DOI: 10.1016/J.Neuroimage.2019.01.055  0.396
2018 Rasero J, Aerts H, Ontivero Ortega M, Cortes JM, Stramaglia S, Marinazzo D. Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data. Plos One. 13: e0207385. PMID 30419063 DOI: 10.1371/Journal.Pone.0207385  0.608
2018 Almgren H, Van de Steen F, Kühn S, Razi A, Friston K, Marinazzo D. Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study. Neuroimage. PMID 30165254 DOI: 10.1016/J.Neuroimage.2018.08.053  0.392
2018 Rangaprakash D, Wu GR, Marinazzo D, Hu X, Deshpande G. Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner. Data in Brief. 17: 1175-1179. PMID 29876476 DOI: 10.1016/J.Dib.2018.01.003  0.345
2018 Rangaprakash D, Wu GR, Marinazzo D, Hu X, Deshpande G. Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity. Magnetic Resonance in Medicine. PMID 29656446 DOI: 10.1002/Mrm.27146  0.366
2018 Di Perri C, Amico E, Heine L, Annen J, Martial C, Larroque SK, Soddu A, Marinazzo D, Laureys S. Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns. Human Brain Mapping. 39: 89-103. PMID 29024197 DOI: 10.1002/Hbm.23826  0.348
2018 Stramaglia S, Pellicoro M, Angelini L, Amico E, Aerts H, Cortés JM, Laureys S, Marinazzo D. Ising model with conserved magnetization on the human connectome: Implications on the relation structure-function in wakefulness and anesthesia. Chaos (Woodbury, N.Y.). 27: 047407. PMID 28456159 DOI: 10.1063/1.4978999  0.609
2017 Diez I, Drijkoningen D, Stramaglia S, Bonifazi P, Marinazzo D, Gooijers J, Swinnen SP, Cortes JM. Enhanced prefrontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population. Network Neuroscience (Cambridge, Mass.). 1: 116-142. PMID 29911675 DOI: 10.1162/NETN_a_00007  0.568
2017 Sannino S, Stramaglia S, Lacasa L, Marinazzo D. Visibility graphs for fMRI data: Multiplex temporal graphs and their modulations across resting-state networks. Network Neuroscience (Cambridge, Mass.). 1: 208-221. PMID 29911672 DOI: 10.1162/NETN_a_00012  0.581
2017 Rasero J, Pellicoro M, Angelini L, Cortes JM, Marinazzo D, Stramaglia S. Consensus clustering approach to group brain connectivity matrices. Network Neuroscience (Cambridge, Mass.). 1: 242-253. PMID 29601048 DOI: 10.1162/NETN_a_00017  0.565
2017 Faes L, Nollo G, Stramaglia S, Marinazzo D. Multiscale Granger causality. Physical Review. E. 96: 042150. PMID 29347576 DOI: 10.1103/Physreve.96.042150  0.596
2017 Faes L, Stramaglia S, Marinazzo D. On the interpretability and computational reliability of frequency-domain Granger causality. F1000research. 6: 1710. PMID 29167736 DOI: 10.12688/F1000Research.12694.1  0.576
2017 Amico E, Marinazzo D, Di Perri C, Heine L, Annen J, Martial C, Dzemidzic M, Kirsch M, Bonhomme V, Laureys S, Goñi J. Mapping the functional connectome traits of levels of consciousness. Neuroimage. PMID 28093358 DOI: 10.1016/J.Neuroimage.2017.01.020  0.387
2017 Amico E, Bodart O, Rosanova M, Gosseries O, Heine L, Van Mierlo P, Martial C, Massimini M, Marinazzo D, Laureys S. Tracking dynamic interactions between structural and functional connectivity: a TMS/EEG-dMRI study. Brain Connectivity. PMID 28092972 DOI: 10.1089/Brain.2016.0462  0.366
2017 Faes L, Marinazzo D, Stramaglia S. Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes Entropy. 19: 408. DOI: 10.3390/E19080408  0.615
2017 Aerts H, Marinazzo D. Modeling global brain dynamics in brain tumor patients using The Virtual Brain Frontiers in Neuroscience. 11. DOI: 10.3389/Conf.Fnins.2017.94.00101  0.304
2017 Almgren H, Van De Steen F, Kühn S, Razi A, Marinazzo D. Within and between subject variability of effective connectivity in (small) resting state networks: A spectral dynamic causal modeling study Frontiers in Neuroscience. 11. DOI: 10.3389/Conf.Fnins.2017.94.00010  0.35
2017 Newton AJH, Seidenstein AH, McDougal RA, Pérez-Cervera A, Huguet G, M-Seara T, Haimerl C, Angulo-Garcia D, Torcini A, Cossart R, Malvache A, Skiker K, Maouene M, Ragognetti G, Lorusso L, ... ... Marinazzo D, ... ... Marinazzo D, et al. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3 Bmc Neuroscience. 18. DOI: 10.1186/S12868-017-0372-1  0.525
2016 Faes L, Montalto A, Stramaglia S, Nollo G, Marinazzo D. Multiscale analysis of information dynamics for linear multivariate processes. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5489-5492. PMID 28269500 DOI: 10.1109/EMBC.2016.7591969  0.574
2016 Van de Steen F, Faes L, Karahan E, Songsiri J, Valdes-Sosa PA, Marinazzo D. Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis. Brain Topography. PMID 27905073 DOI: 10.1007/S10548-016-0538-7  0.354
2016 Stramaglia S, Angelini L, Wu G, Cortes JM, Faes L, Marinazzo D. Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI. Ieee Transactions On Bio-Medical Engineering. 63: 2518-2524. PMID 27875123 DOI: 10.1109/Tbme.2016.2559578  0.604
2016 Aerts H, Fias W, Caeyenberghs K, Marinazzo D. Brain networks under attack: robustness properties and the impact of lesions. Brain : a Journal of Neurology. 139: 3063-3083. PMID 27497487 DOI: 10.1093/Brain/Aww194  0.341
2016 Faes L, Marinazzo D, Nollo G, Porta A. An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram. Ieee Transactions On Bio-Medical Engineering. 63: 2488-2496. PMID 27214886 DOI: 10.1109/Tbme.2016.2569823  0.372
2016 Wu GR, Marinazzo D. Sensitivity of the resting-state haemodynamic response function estimation to autonomic nervous system fluctuations. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 374. PMID 27044997 DOI: 10.1098/Rsta.2015.0190  0.351
2016 Faes L, Marinazzo D, Stramaglia S, Jurysta F, Porta A, Giandomenico N. Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 374. PMID 27044993 DOI: 10.1098/Rsta.2015.0177  0.588
2016 Nunez-Castellar E, Van de Steen F, Antons J, Van-Looy J, Marinazzo D. Functional connectivity of orienting and executive attentional networks during flow: Granger Causality analysis of EEG recordings International Journal of Psychophysiology. 108: 75-76. DOI: 10.1016/J.Ijpsycho.2016.07.244  0.333
2016 Marinazzo D. Introduction: brain-heart interactions with EEG and fMRI International Journal of Psychophysiology. 108: 53. DOI: 10.1016/J.Ijpsycho.2016.07.176  0.307
2016 Stramaglia S, Faes L, Marinazzo D. Information-Theoretic Framework for Measuring Brain--Heart Causal Interactions in Healthy Subjects and Patients with Sleep Disorders International Journal of Psychophysiology. 108: 52. DOI: 10.1016/J.Ijpsycho.2016.07.174  0.585
2015 de Tommaso M, Ricci K, Vecchio E, Marinazzo D, Trotta G, Stramaglia S. Migraine and functional connectivity: an innovative pathophysiological perspective. The Journal of Headache and Pain. 16: A10. PMID 28132378 DOI: 10.1186/1129-2377-16-S1-A10  0.615
2015 de Tommaso M, Trotta G, Vecchio E, Ricci K, Van de Steen F, Montemurno A, Lorenzo M, Marinazzo D, Bellotti R, Stramaglia S. Functional Connectivity of EEG Signals Under Laser Stimulation in Migraine. Frontiers in Human Neuroscience. 9: 640. PMID 26635589 DOI: 10.3389/Fnhum.2015.00640  0.6
2015 Erramuzpe A, Ortega GJ, Pastor J, Sola RG, Marinazzo D, Stramaglia S, Cortes JM. Identification of redundant and synergetic circuits in triplets of electrophysiological data. Journal of Neural Engineering. 12: 066007. PMID 26447632 DOI: 10.1088/1741-2560/12/6/066007  0.613
2015 Montalto A, Stramaglia S, Faes L, Tessitore G, Prevete R, Marinazzo D. Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality. Neural Networks : the Official Journal of the International Neural Network Society. 71: 159-71. PMID 26356599 DOI: 10.1016/J.Neunet.2015.08.003  0.637
2015 Papadopoulou M, Friston K, Marinazzo D. Estimating Directed Connectivity from Cortical Recordings and Reconstructed Sources. Brain Topography. PMID 26350398 DOI: 10.1007/S10548-015-0450-6  0.344
2015 Alonso-Montes C, Diez I, Remaki L, Escudero I, Mateos B, Rosseel Y, Marinazzo D, Stramaglia S, Cortes JM. Lagged and instantaneous dynamical influences related to brain structural connectivity. Frontiers in Psychology. 6: 1024. PMID 26257682 DOI: 10.3389/Fpsyg.2015.01024  0.638
2015 Diez I, Erramuzpe A, Escudero I, Mateos B, Cabrera A, Marinazzo D, Sanz-Arigita EJ, Stramaglia S, Cortes Diaz JM. Information Flow Between Resting-State Networks. Brain Connectivity. 5: 554-64. PMID 26177254 DOI: 10.1089/brain.2014.0337  0.571
2015 Widjaja D, Montalto A, Vlemincx E, Marinazzo D, Van Huffel S, Faes L. Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention. Plos One. 10: e0129112. PMID 26042824 DOI: 10.1371/Journal.Pone.0129112  0.306
2015 Faes L, Kugiumtzis D, Nollo G, Jurysta F, Marinazzo D. Estimating the decomposition of predictive information in multivariate systems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 032904. PMID 25871169 DOI: 10.1103/Physreve.91.032904  0.369
2015 Faes L, Marinazzo D, Jurysta F, Nollo G. Linear and non-linear brain-heart and brain-brain interactions during sleep. Physiological Measurement. 36: 683-98. PMID 25799205 DOI: 10.1088/0967-3334/36/4/683  0.384
2015 Pijnenburg M, Brumagne S, Caeyenberghs K, Janssens L, Goossens N, Marinazzo D, Swinnen SP, Claeys K, Siugzdaite R. Resting-State Functional Connectivity of the Sensorimotor Network in Individuals with Nonspecific Low Back Pain and the Association with the Sit-to-Stand-to-Sit Task. Brain Connectivity. 5: 303-11. PMID 25557846 DOI: 10.1089/Brain.2014.0309  0.72
2015 Papadopoulou M, Leite M, van Mierlo P, Vonck K, Lemieux L, Friston K, Marinazzo D. Tracking slow modulations in synaptic gain using dynamic causal modelling: validation in epilepsy. Neuroimage. 107: 117-26. PMID 25498428 DOI: 10.1016/J.Neuroimage.2014.12.007  0.33
2015 Wu GR, Marinazzo D. Point-Process Deconvolution of fMRI BOLD Signal Reveals Effective Connectivity Alterations in Chronic Pain Patients. Brain Topography. 28: 541-7. PMID 25281022 DOI: 10.1007/S10548-014-0404-4  0.344
2015 de Tommaso M, Trotta G, Vecchio E, Ricci K, Van de Steen F, Montemurno A, Lorenzo M, Marinazzo D, Bellotti R, Stramaglia S. Functional connectivity of EEG signals under laser stimulation in migraine Frontiers in Human Neuroscience. 9. DOI: 10.3389/fnhum.2015.00640  0.519
2015 de Tommaso M, Ricci K, Vecchio E, Marinazzo D, Trotta G, Stramaglia S. Migraine and functional connectivity: an innovative pathophysiological perspective Journal of Headache and Pain. 16: 1. DOI: 10.1186/1129-2377-16-S1-A10  0.531
2015 Stramaglia S, Angelini L, Cortes JM, Marinazzo D. Synergy, redundancy and unnormalized Granger causality Proceedings of the Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Embs. 2015: 4037-4040. DOI: 10.1109/EMBC.2015.7319280  0.512
2015 Montalto A, Stramaglia S, Faes L, Tessitore G, Prevete R, Marinazzo D. Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality Neural Networks. 71: 159-171. DOI: 10.1016/j.neunet.2015.08.003  0.533
2014 Cortes JM, Marinazzo D, Muñoz MA. Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics. Frontiers in Neuroinformatics. 8: 86. PMID 25566050 DOI: 10.3389/Fninf.2014.00086  0.426
2014 Caeyenberghs K, Siugzdaite R, Drijkoningen D, Marinazzo D, Swinnen SP. Functional Connectivity Density and Balance in Young Patients with Traumatic Axonal Injury. Brain Connectivity. PMID 25327385 DOI: 10.1089/Brain.2014.0293  0.706
2014 Montalto A, Faes L, Marinazzo D. MuTE: a MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy. Plos One. 9: e109462. PMID 25314003 DOI: 10.1371/Journal.Pone.0109462  0.355
2014 Baeken C, Marinazzo D, Claes S, Wu GR, Van Schuerbeek P, De Mey J, Luypaert R, De Raedt R. COMT Val(158)Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females. Frontiers in Human Neuroscience. 8: 481. PMID 25071511 DOI: 10.3389/Fnhum.2014.00481  0.301
2014 van Mierlo P, Papadopoulou M, Carrette E, Boon P, Vandenberghe S, Vonck K, Marinazzo D. Functional brain connectivity from EEG in epilepsy: seizure prediction and epileptogenic focus localization. Progress in Neurobiology. 121: 19-35. PMID 25014528 DOI: 10.1016/J.Pneurobio.2014.06.004  0.384
2014 Amico E, Gomez F, Di Perri C, Vanhaudenhuyse A, Lesenfants D, Boveroux P, Bonhomme V, Brichant JF, Marinazzo D, Laureys S. Posterior cingulate cortex-related co-activation patterns: a resting state FMRI study in propofol-induced loss of consciousness. Plos One. 9: e100012. PMID 24979748 DOI: 10.1371/Journal.Pone.0100012  0.409
2014 Schramm AE, Marinazzo D, Gener T, Graham LJ. The Touch and Zap method for in vivo whole-cell patch recording of intrinsic and visual responses of cortical neurons and glial cells. Plos One. 9: e97310. PMID 24875855 DOI: 10.1371/Journal.Pone.0097310  0.752
2014 Faes L, Marinazzo D, Montalto A, Nollo G. Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer. Ieee Transactions On Bio-Medical Engineering. 61: 2556-68. PMID 24835121 DOI: 10.1109/Tbme.2014.2323131  0.367
2014 Marinazzo D, Pellicoro M, Wu G, Angelini L, Cortés JM, Stramaglia S. Information transfer and criticality in the Ising model on the human connectome. Plos One. 9: e93616. PMID 24705627 DOI: 10.1371/Journal.Pone.0093616  0.609
2014 de Tommaso M, Ambrosini A, Brighina F, Coppola G, Perrotta A, Pierelli F, Sandrini G, Valeriani M, Marinazzo D, Stramaglia S, Schoenen J. Altered processing of sensory stimuli in patients with migraine. Nature Reviews. Neurology. 10: 144-55. PMID 24535465 DOI: 10.1038/Nrneurol.2014.14  0.62
2014 Marinazzo D, Gosseries O, Boly M, Ledoux D, Rosanova M, Massimini M, Noirhomme Q, Laureys S. Directed information transfer in scalp electroencephalographic recordings: insights on disorders of consciousness. Clinical Eeg and Neuroscience. 45: 33-9. PMID 24403318 DOI: 10.1177/1550059413510703  0.361
2014 Stramaglia S, M Cortes J, Marinazzo D. Synergy and redundancy in the Granger causal analysis of dynamical networks New Journal of Physics. 16. DOI: 10.1088/1367-2630/16/10/105003  0.644
2014 de Tommaso M, Trotta G, Vecchio E, Marinazzo D, Stramaglia S. S59: Migraine with and without aura Clinical Neurophysiology. 125: S13. DOI: 10.1016/S1388-2457(14)50058-2  0.515
2014 Marinazzo D, Wu G, Pellicoro M, Stramaglia S. Information transfer in the brain: Insights from a unified approach Understanding Complex Systems. 87-110. DOI: 10.1007/978-3-642-54474-3-4  0.564
2014 Stramaglia S, Cortes JM, Angelini L, Pellicoro M, Marinazzo D. Information flow in ising models on brain networks Communications in Computer and Information Science. 438: 301-308.  0.577
2013 Wu GR, Stramaglia S, Chen H, Liao W, Marinazzo D. Mapping the voxel-wise effective connectome in resting state FMRI. Plos One. 8: e73670. PMID 24069220 DOI: 10.1371/Journal.Pone.0073670  0.66
2013 Wu GR, Liao W, Stramaglia S, Chen H, Marinazzo D. Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality. Brain Connectivity. 3: 294-301. PMID 23530810 DOI: 10.1186/1471-2202-14-S1-P260  0.645
2013 de Tommaso M, Stramaglia S, Marinazzo D, Trotta G, Pellicoro M. Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura. Cephalalgia : An International Journal of Headache. 33: 938-47. PMID 23439574 DOI: 10.1177/0333102413477741  0.582
2013 Wu GR, Liao W, Stramaglia S, Ding JR, Chen H, Marinazzo D. A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. Medical Image Analysis. 17: 365-74. PMID 23422254 DOI: 10.1016/J.Media.2013.01.003  0.666
2013 Marinazzo D, Pellicoro M, Wu G, Angelini L, Cortes J, Stramaglia S. Information transfer of an Ising model on a brain network Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P376  0.632
2013 Wu G, Liao W, Stramaglia S, Marinazzo D. Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P260  0.543
2013 Trotta G, Stramaglia S, Pellicoro M, Bellotti R, Marinazzo D, De Tommaso M. Effective connectivity and cortical information flow under visual stimulation in migraine with aura Proceedings of the 2013 5th Ieee International Workshop On Advances in Sensors and Interfaces, Iwasi 2013. 228-232. DOI: 10.1109/IWASI.2013.6576076  0.54
2012 Stramaglia S, Wu GR, Pellicoro M, Marinazzo D. Expanding the transfer entropy to identify information circuits in complex systems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 86: 066211. PMID 23368028 DOI: 10.1103/Physreve.86.066211  0.605
2012 Stramaglia S, Wu GR, Pellicoro M, Marinazzo D. Expanding the transfer entropy to identify information subgraphs in complex systems. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 3668-71. PMID 23366723 DOI: 10.1109/EMBC.2012.6346762  0.566
2012 Marinazzo D, Wu G, Pellicoro M, Angelini L, Stramaglia S. Information flow in networks and the law of diminishing marginal returns: evidence from modeling and human electroencephalographic recordings. Plos One. 7: e45026. PMID 23028745 DOI: 10.1371/Journal.Pone.0045026  0.625
2012 Marinazzo D, Pellicoro M, Stramaglia S. Causal information approach to partial conditioning in multivariate data sets. Computational and Mathematical Methods in Medicine. 2012: 303601. PMID 22675400 DOI: 10.1155/2012/303601  0.601
2012 Papadopoulou M, Vonck K, Boon P, Marinazzo D. Mapping the epileptic brain with EEG dynamical connectivity: Established methods and novel approaches The European Physical Journal Plus. 127. DOI: 10.1140/Epjp/I2012-12144-5  0.349
2012 Wu G, Stramaglia S, Marinazzo D. Decomposition of the transfer entropy: Partial conditioning and informative clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7663: 226-233. DOI: 10.1007/978-3-642-34475-6_28  0.516
2011 Wu GR, Chen F, Kang D, Zhang X, Marinazzo D, Chen H. Multiscale causal connectivity analysis by canonical correlation: theory and application to epileptic brain. Ieee Transactions On Bio-Medical Engineering. 58: 3088-96. PMID 21788178 DOI: 10.1109/Tbme.2011.2162669  0.406
2011 Liao W, Ding J, Marinazzo D, Xu Q, Wang Z, Yuan C, Zhang Z, Lu G, Chen H. Small-world directed networks in the human brain: multivariate Granger causality analysis of resting-state fMRI. Neuroimage. 54: 2683-94. PMID 21073960 DOI: 10.1016/J.Neuroimage.2010.11.007  0.393
2011 Marinazzo D, Liao W, Chen H, Stramaglia S. Nonlinear connectivity by Granger causality. Neuroimage. 58: 330-8. PMID 20132895 DOI: 10.1016/J.Neuroimage.2010.01.099  0.63
2011 Stramaglia S, Angelini L, Pellicoro M, Marinazzo D. Nonlinear granger causality for brain connectivity Memea 2011 - 2011 Ieee International Symposium On Medical Measurements and Applications, Proceedings. DOI: 10.1109/MeMeA.2011.5966694  0.542
2010 Angelini L, de Tommaso M, Marinazzo D, Nitti L, Pellicoro M, Stramaglia S. Redundant variables and Granger causality. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 81: 037201. PMID 20365906 DOI: 10.1103/Physreve.81.037201  0.607
2010 Marinazzo D, Liao W, Pellicoro M, Stramaglia S. Grouping time series by pairwise measures of redundancy Physics Letters, Section a: General, Atomic and Solid State Physics. 374: 4040-4044. DOI: 10.1016/J.Physleta.2010.08.011  0.599
2009 Liao W, Marinazzo D, Pan Z, Gong Q, Chen H. Kernel Granger causality mapping effective connectivity on FMRI data. Ieee Transactions On Medical Imaging. 28: 1825-35. PMID 19709972 DOI: 10.1109/Tmi.2009.2025126  0.351
2008 Marinazzo D, Pellicoro M, Stramaglia S. Kernel-Granger causality and the analysis of dynamical networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 77: 056215. PMID 18643150 DOI: 10.1103/Physreve.77.056215  0.626
2008 Marinazzo D, Pellicoro M, Stramaglia S. Kernel method for nonlinear granger causality. Physical Review Letters. 100: 144103. PMID 18518037 DOI: 10.1103/Physrevlett.100.144103  0.595
2008 Angelini L, Marinazzo D, Pellicoro M, Stramaglia S. Semi-supervised learning by search of optimal target vector Pattern Recognition Letters. 29: 34-39. DOI: 10.1016/J.Patrec.2007.08.010  0.542
2007 Angelini L, Maestri R, Marinazzo D, Nitti L, Pellicoro M, Pinna GD, Stramaglia S, Tupputi SA. Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series. Artificial Intelligence in Medicine. 41: 237-50. PMID 17950584 DOI: 10.1016/J.Artmed.2007.07.012  0.574
2007 de Tommaso M, Marinazzo D, Nitti L, Pellicoro M, Guido M, Serpino C, Stramaglia S. Effects of levetiracetam vs topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 118: 2297-304. PMID 17709295 DOI: 10.1016/J.Clinph.2007.06.060  0.571
2007 Giannuzzi F, Marinazzo D, Nardulli G, Pellicoro M, Stramaglia S. Phase diagram of a generalized Winfree model. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 75: 051104. PMID 17677019 DOI: 10.1103/Physreve.75.051104  0.562
2007 Angelini L, Boccaletti S, Marinazzo D, Pellicoro M, Stramaglia S. Identification of network modules by optimization of ratio association. Chaos (Woodbury, N.Y.). 17: 023114. PMID 17614668 DOI: 10.1063/1.2732162  0.59
2007 Marinazzo D, Kappen HJ, Gielen SC. Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses. Neural Computation. 19: 1739-65. PMID 17521278 DOI: 10.1162/Neco.2007.19.7.1739  0.301
2007 Angelini L, Marinazzo D, Pellicoro M, Stramaglia S. Natural clustering: the modularity approach Journal of Statistical Mechanics: Theory and Experiment. 2007: L08001-L08001. DOI: 10.1088/1742-5468/2007/08/L08001  0.556
2007 Angelini L, Marinazzo D, Pellicoro M, Stramaglia S, Boccaletti S. Searching for modules of networks in the auto-encoder frame Aip Conference Proceedings. 965: 332-335. DOI: 10.1063/1.2828753  0.526
2007 Marinazzo D, Pellicoro M, Stramaglia S. Causal interactions and delays in a neuronal ensemble Aip Conference Proceedings. 887: 235-241. DOI: 10.1063/1.2709601  0.482
2006 Marinazzo D, Pellicoro M, Stramaglia S. Nonlinear parametric model for Granger causality of time series. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 73: 066216. PMID 16906955 DOI: 10.1103/Physreve.73.066216  0.598
2006 Angelini L, Marinazzo D, Pellicoro M, Stramaglia S. Kernel method for clustering based on optimal target vector Physics Letters, Section a: General, Atomic and Solid State Physics. 357: 413-416. DOI: 10.1016/J.Physleta.2006.04.086  0.557
2006 Ancona N, Angelini L, De Tommaso M, Marinazzo D, Nitti L, Pellicoro M, Stramaglia S. Measuring randomness by leave-one-out prediction error. Analysis of EEG after painful stimulation Physica a: Statistical Mechanics and Its Applications. 365: 491-498. DOI: 10.1016/J.Physa.2005.09.065  0.59
2005 de Tommaso M, Marinazzo D, Stramaglia S. 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. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 116: 2775-82. PMID 16253556 DOI: 10.1016/J.Clinph.2005.08.019  0.58
2005 de Tommaso M, Marinazzo D, Guido M, Libro G, Stramaglia S, Nitti L, Lattanzi G, Angelini L, Pellicoro M. Visually evoked phase synchronization changes of alpha rhythm in migraine: correlations with clinical features. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. 57: 203-10. PMID 16109290 DOI: 10.1016/J.Ijpsycho.2005.02.002  0.571
2005 Ancona N, Maestri R, Marinazzo D, Nitti L, Pellicoro M, Pinna GD, Stramaglia S. Leave-one-out prediction error of systolic arterial pressure time series under paced breathing. Physiological Measurement. 26: 363-72. PMID 15886432 DOI: 10.1088/0967-3334/26/4/003  0.57
2004 Ancona N, Marinazzo D, Stramaglia S. Radial basis function approach to nonlinear Granger causality of time series. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 70: 056221. PMID 15600742 DOI: 10.1103/Physreve.70.056221  0.577
2004 de Tommaso M, Stramaglia S, Marinazzo D, Guido M, Lamberti P, Livrea P. Visually evoked phase synchronisation changes of alpha rhythm in migraine. Correlations with clinical features. Neurological Sciences : Official Journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology. 25: S283-4. PMID 15549562 DOI: 10.1007/S10072-004-0311-7  0.58
2004 Angelini L, de Tommaso M, Guido M, Hu K, Ivanov PCh, Marinazzo D, Nardulli G, Nitti L, Pellicoro M, Pierro C, Stramaglia S. Steady-state visual evoked potentials and phase synchronization in migraine patients. Physical Review Letters. 93: 038103. PMID 15323876 DOI: 10.1103/Physrevlett.93.038103  0.582
2004 Angelini L, Lattanzi G, Maestri R, Marinazzo D, Nardulli G, Nitti L, Pellicoro M, Pinna GD, Stramaglia S. Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 69: 061923. PMID 15244633 DOI: 10.1103/Physreve.69.061923  0.559
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