Research Explorer

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Researcher

Daniele Marinazzo

Publications & Research Data

Awards & Distinctions

223 Results

2025

Assessing high-order effects in feature importance via predictability decomposition

Marlis Ontivero OrtegaLuca FaesJesus M. CortesDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

Decomposing multivariate information rates in networks of random processes

Laura SparacinoGorana MijatovicYuri AntonacciLeonardo RicciDaniele MarinazzoSebastiano StramagliaLuca Faes

A1 Journal Article in PHYSICAL REVIEW E

Dynamic causal modeling of brain activity

Frederik Van de SteenKarl J. FristonPeter ZeidmanDimitris A. PinotsisGuy NagelsDaniele Marinazzo

Bookchapter in fMRI techniques and protocols

High-order information analysis of epileptogenesis in the pilocarpine rat model of temporal lobe epilepsy

Morteza MirjebreiliJosu Martinez de Aguirre IbarretaDaniele MarinazzoLaetitia Chauvière

A1 Journal Article in ENEURO

Higher-order and distributed synergistic functional interactions encode information gain in goal-directed learning

Etienne CombrissonRuggero BasanisiMatteo NeriGuillaume AuziasGiovanni PetriDaniele MarinazzoStefano PanzeriAndrea Brovelli

A1 Journal Article in NATURE COMMUNICATIONS

Investigating cognitive-physical task interaction during self-paced cycling : a Granger Causality study

Chiara AvanciniDaniele MarinazzoDaniel SanabriaJuan José Pérez-DíazJosé-Antonio Salas-MontoroLuis F. Ciria

A1 Journal Article in PSYCHOLOGY OF SPORT AND EXERCISE

Large language models surpass human experts in predicting neuroscience results

Xiaoliang LuoAkilles RechardtGuangzhi SunKevin K. NejadFelipe YáñezBati YilmazKangjoo LeeAlexandra O. CohenValentina BorghesaniAnton Pashkov et al.

A1 Journal Article in NATURE HUMAN BEHAVIOUR

Localizing synergies of hidden factors in complex systems : resting brain networks and hela geneexpression profile as case studies

Marlis Ontivero-OrtegaGorana MijatovicLuca FaesFernando E. RosasDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in ENTROPY

Network representation of higher-order interactions based on information dynamics

Gorana MijatovicYuri AntonacciMichal JavorkaDaniele MarinazzoSebastiano StramagliaLuca Faes

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

Partial information rate decomposition

Luca FaesLaura SparacinoGorana MijatovicYuri AntonacciLeonardo RicciDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in PHYSICAL REVIEW LETTERS

Temporal interaction information and laser evoked responses : preliminary results in fibromyalgia patients with small fibers pathology

Livio ClementeMarianna La RoccaSebastiano StramagliaDaniele MarinazzoRaffaella LombardiGiuseppe LauriaMarina de Tommaso

A2 Journal Article in FRONTIERS IN NETWORK PHYSIOLOGY

Unveiling complex patterns : an information-theoretic approach to high-order behaviors in microarray data

Antonio LacalamitaAlfonso MonacoGrazia SerinoDaniele MarinazzoNicola AmorosoLoredana BellantuonoMarianna La RoccaTommaso MaggipintoEster PantaleoEmanuele Piccinno et al.

A1 Journal Article in PLOS ONE

With behaviors like these in complex systems, who needs mechanisms?

Daniele Marinazzo

Editorial material

2024

An information-theoretic approach to build hypergraphs in psychometrics

Daniele MarinazzoJan van RoozendaalFernando E. RosasMassimo StellaRenzo ComolattiNigel ColenbierSebastiano StramagliaYves Rosseel

A1 Journal Article in BEHAVIOR RESEARCH METHODS

Aperiodic component of EEG power spectrum and cognitive performance are modulated by education in aging

Sonia MontemurroDaniel BorekDaniele MarinazzoSara ZagoFabio MasinaEttore NapoliNicola FilippiniGiorgio Arcara

A1 Journal Article in SCIENTIFIC REPORTS

Assessing cortical excitability with electroencephalography : a pilot study with EEG-iTBS

Giovanni PellegrinoAnna-Lisa SchulerZhengchen CaiDaniele MarinazzoFranca TecchioLorenzo RicciMario TombiniVincenzo di LazzaroGiovanni Assenza

A1 Journal Article in BRAIN STIMULATION

Assessing high-order links in cardiovascular and respiratory networks via static and dynamic information measures

Gorana MijatovicLaura SparacinoYuri AntonacciMichal JavorkaDaniele MarinazzoSebastiano StramagliaLuca Faes

A2 Journal Article in IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY

brainlife.io : a decentralized and open-source cloud platform to support neuroscience research

Soichi HayashiBradley A. CaronAnibal Sólon HeinsfeldSophia Vinci-BooherBrent McPhersonDaniel N. BullockGiulia BertòGuiomar NisoSandra HanekampDaniel Levitas et al.

A1 Journal Article in NATURE METHODS

Cognitive modelling of concepts in the mental lexicon with multilayer networks : insights, advancements, and future challenges

Massimo StellaSalvatore CitraroGiulio RossettiDaniele MarinazzoYoed N. KenettMichael S. Vitevitch

A1 Journal Article in PSYCHONOMIC BULLETIN & REVIEW

Disentangling high-order effects in the transfer entropy

Sebastiano StramagliaLuca FaesJesus M. CortesDaniele Marinazzo

A2 Journal Article in PHYSICAL REVIEW RESEARCH

Estimation of EEG/MEG source activity and connectivity biomarkers for cognitive aging

Mayrim Vega HernándezPedro Valdés-SosaDaniele Marinazzo

Gradients of O-information highlight synergy and redundancy in physiological applications

Tomas ScagliariniLaura SparacinoLuca FaesDaniele MarinazzoSebastiano Stramaglia

A2 Journal Article in FRONTIERS IN NETWORK PHYSIOLOGY

HOI : a python toolbox for high-performance estimationof higher-order interactions from multivariate data

Matteo NeriDishie VinchhiChristian FerreyraThomas RobiglioOnur AtesMarlis Ontivero OrtegaAndrea BrovelliDaniele MarinazzoEtienne Combrisson

A2 Journal Article in JOURNAL OF OPEN SOURCE SOFTWARE

Intra-V1 functional networks and classification of observed stimuli

Marlis Ontivero OrtegaJorge Iglesias-FusterJhoanna Perez-HidalgoDaniele MarinazzoMitchell Valdes-SosaPedro Valdes-Sosa

A1 Journal Article in FRONTIERS IN NEUROINFORMATICS

Reliable measurement of auditory-driven gamma synchrony with a single EEG electrode : a simultaneous EEG-MEG study

Giovanni PellegrinoSilvia L. IsabellaGiulio FerrazziLaura GschwandtnerMartin TikGiorgio ArcaraDaniele MarinazzoAnna-Lisa Schuler

A1 Journal Article in NEUROIMAGE

The coming decade of digital brain research : a vision for neuroscience at the intersection of technology and computing

Katrin AmuntsMarkus AxerSwati BanerjeeLise BitschJan G. BjaaliePhilipp BraunerAndrea BrovelliNavona CalarcoMarcel CarrereSvenja Caspers et al.

A2 Journal Article in IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.)

2023

Auditory white noise exposure results in intrinsic cortical excitability changes

Anna-Lisa SchulerDiandra BrkićGiulio FerrazziGiorgio ArcaraDaniele MarinazzoGiovanni Pellegrino

A1 Journal Article in ISCIENCE

Frontal effective connectivity increases with task demands and time on task : a Dynamic Causal Model of electrocorticogram in macaque monkeys

Katharina WegnerCharles R. E. WilsonEmmanuel ProcykKarl J. FristonFrederik Van de SteenDimitris A. PinotsisDaniele Marinazzo

A2 Journal Article in NEURONS, BEHAVIOR, DATA ANALYSIS, AND THEORY

Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging

Alejandro VelozWael El-DeredyAlejandro WeinsteinJuan ZamoraClaudio MoragaDaniele Marinazzo

Gradients of O-information : low-order descriptors of high-order dependencies

Tomas ScagliariniDavide NuzziYuri AntonacciLuca FaesFernando E. RosasDaniele MarinazzoSebastiano Stramaglia

A2 Journal Article in PHYSICAL REVIEW RESEARCH

Reduced connectivity of primary auditory and motor cortices during exposure to auditory white noise

Mattia PinardiAnna-Lisa SchulerGiorgio ArcaraFlorinda FerreriDaniele MarinazzoGiovanni Di PinoGiovanni Pellegrino

A1 Journal Article in NEUROSCIENCE LETTERS

Task matters : individual MEG signatures from naturalistic and neurophysiological brain states

Nigel ColenbierEkansh SareenTamara del-Aguila PuntasAlessandra GriffaGiovanni PellegrinoDante MantiniDaniele MarinazzoGiorgio ArcaraEnrico Amico

A1 Journal Article in NEUROIMAGE

The impact of ROI extraction method for MEG connectivity estimation : practical recommendations for the study of resting state data

Diandra BrkićSara SommarivaAnna-Lisa SchulerAnnalisa PascarellaPaolo BelardinelliSilvia L. IsabellaGiovanni Di PinoSara ZagoGiulio FerrazziJavier Rasero et al.

A1 Journal Article in NEUROIMAGE

2022

A new framework for the time- and frequency-domain assessment of high-order interactions in networks of random processes

Luca FaesGorana MijatovicYuri AntonacciRiccardo PerniceChiara BaraLaura SparacinoMarco SammartinoAlberto PortaDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL PROCESSING

Approaching or decentering? Differential neural networks underlying experiential emotion regulation and cognitive defusion

Yulin WangIris Van TieghemDebo DongJohan NemegeerJohan De MeyPeter Van SchuerbeeckDaniele MarinazzoMarie Vandekerckhove

A1 Journal Article in BRAIN SCIENCES

Auditory driven gamma synchrony is associated with cortical thickness in widespread cortical areas

Anna-Lisa SchulerGiulio FerrazziNigel ColenbierGiorgio ArcaraFrancesco PiccioneFlorinda FerreriDaniele MarinazzoGiovanni Pellegrino

A1 Journal Article in NEUROIMAGE

Brain simulation as a cloud service : the Virtual Brain on EBRAINS

Michael SchirnerLia DomideDionysios PerdikisPaul TriebkornLeon StefanovskiRoopa PaiPaula ProdanBogdan ValeanJessica PalmerChloê Langford et al.

A1 Journal Article in NEUROIMAGE

Hannelore AertsDaniele Marinazzo

Hannelore AertsDaniele Marinazzo

Cognitive modelling with multilayer networks : insights, advancements and future challenges

Massimo StellaSalvatore CitraroGiulio RossettiDaniele MarinazzoYoed N. KenettMichael S. Vitevitch

Decoding neural circuitry using Multivoxel Pattern Analysis (MVPA) and Functional Connectivity (FC) in fMRI data

Marlis Ontivero OrtegaMitchell Valdes-SosaDaniele Marinazzo

Disentangling high-order mechanisms and high-order behaviours in complex systems

Fernando E. RosasPedro A. M. MedianoAndrea I. LuppiThomas F. VarleyJoseph T. LizierSebastiano StramagliaHenrik J. JensenDaniele Marinazzo

A1 Journal Article in NATURE PHYSICS

Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex

Frederik Van de SteenDimitris PinotsisWouter DevosNigel ColenbierIege BassezKarl FristonDaniele Marinazzo

A1 Journal Article in PLOS COMPUTATIONAL BIOLOGY

Frontal effective connectivity increases with task demands and time on task : a DCM study on electrocorticogram in macaque monkeys

Katharina WegnerCharles R. E. WilsonEmmanuel ProcykKarl J. FristonFrederik Van de SteenDimitris A. PinotsisDaniele Marinazzo

Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance

Kenzo ClauwDaniele MarinazzoSebastiano Stramaglia

Individual differences in mental imagery modulate effective connectivity of scene-selective regions during resting state

Maria Giulia TulloHannes AlmgrenFrederik Van de SteenValentina SulpizioDaniele MarinazzoGaspare Galati

A1 Journal Article in BRAIN STRUCTURE & FUNCTION

Investigation on how dynamic effective connectivity patterns encode the fluctuating pain intensity in chronic migraine

Iege BassezFrederik Van de SteenSophie HacklPauline JahnAstrid MayrDaniele MarinazzoEnrico Schulz

A2 Journal Article in NEUROBIOLOGY OF PAIN

Learning to synchronize : computational and EEG investigations of cognitive flexibility

Pieter VerbekeTom VergutsDaniele Marinazzo

Pre- and post-surgery brain tumor multimodal magnetic resonance imaging data optimized for large scale computational modelling

Hannelore AertsNigel ColenbierHannes AlmgrenThijs DhollanderJavier Rasero DaparteKenzo ClauwAmogh JohriJil MeierJessica PalmerMichael Schirner et al.

A1 Journal Article in SCIENTIFIC DATA

Quantifying high-order interdependencies on individual patterns via the local O-information : theory and applications to music analysis

Tomas ScagliariniDaniele MarinazzoYike GuoSebastiano StramagliaFernando E. Rosas

A2 Journal Article in PHYSICAL REVIEW RESEARCH

Theta-phase connectivity between medial prefrontal and posterior areas underlies novel instructions implementation

Silvia FormicaCarlos Gonzalez-GarciaMehdi SenoussiDaniele MarinazzoMarcel Brass

A1 Journal Article in ENEURO

WHOCARES : WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions

Nigel ColenbierMarco MarinoGiorgio ArcaraBlaise FrederickGiovanni PellegrinoDaniele MarinazzoGiulio Ferrazzi

A1 Journal Article in JOURNAL OF NEURAL ENGINEERING

2021

Beyond pairwise network similarity : exploring mediation and suppression between networks

Lucas LacasaSebastiano StramagliaDaniele Marinazzo

A1 Journal Article in COMMUNICATIONS PHYSICS

Brain dynamics underlying pain processing in migraine

Iege BassezDaniele Marinazzo

Brainhack : developing a culture of open, inclusive, community-driven neuroscience

Rémi GauStephanie NobleKatja HeuerKatherine L. BottenhornIsil P. BilginYu-Fang YangJulia M. HuntenburgJohanna M.M. BayerRichard A.I. BethlehemShawn A. Rhoads et al.

Editorial material

Common and distinct behavioral and neurophysiological mechanisms in experiential and cognitive emotion regulation

Yulin WangMarie VandekerckhoveDaniele Marinazzo

Extending the spectral decomposition of Granger causality to include instantaneous influences : application to the control mechanisms of heart rate variability

D. NuzziS. StramagliaM. JavorkaDaniele MarinazzoA. PortaLuca Faes

A1 Journal Article in PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

How hot is the hot zone? Computational modelling clarifies the role of parietal and frontoparietal connectivity during anaesthetic-induced loss of consciousness

Riku IhalainenOlivia GosseriesFrederik Van de SteenFederico RaimondoRajanikant PandaVincent BonhommeDaniele MarinazzoHoward BowmanSteven LaureysSrivas Chennu

A1 Journal Article in NEUROIMAGE

Inclusion of instantaneous influences in the spectral decomposition of causality : application to the control mechanisms of heart rate variability

Davide NuzziLuca FaesMichal JavorkaDaniele MarinazzoSebastiano Stramaglia

Measuring high-order interactions in rhythmic processes through multivariate spectral information decomposition

Yuri AntonacciLudovico MinatiDavide NuzziGorana MijatovicRiccardo PerniceDaniele MarinazzoSebastiano StramagliaLuca Faes

A1 Journal Article in IEEE ACCESS

Multivariate correlation measures reveal structure and strength of brain–body physiological networks at rest and during mental stress

Riccardo PerniceYuri AntonacciMatteo ZanettiAlessandro BusaccaDaniele MarinazzoLuca FaesGiandomenico Nollo

A1 Journal Article in FRONTIERS IN NEUROSCIENCE

Quantifying dynamical high-order interdependencies from the O-information : an application to neural spiking dynamics

Sebastiano StramagliaTomas ScagliariniBryan C. DanielsDaniele Marinazzo

A1 Journal Article in FRONTIERS IN PHYSIOLOGY

rsHRF : a toolbox for resting-state HRF estimation and deconvolution

Guorong WuNigel ColenbierSofie Van Den BosscheKenzo ClauwAmogh JohriMadhur TandonDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

The neural dynamics and brain connectivity underlying cognitive control and effort

Katharina WegnerDaniele Marinazzo

2020

A mean field approach to model levels of consciousness from EEG recordings

Marco Alberto JavaroneOlivia GosseriesDaniele MarinazzoQuentin NoirhommeVincent BonhommeSteven LaureysSrivas Chennu

A1 Journal Article in JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Complete hemispherotomy leads to lateralized functional organization and lower level of consciousness in the isolated hemisphere

Thomas BlauwblommeAthena DemertziJean‐Marc TacchelaLudovic FillonMarie BourgeoisEmma LositoMonika EisermannDaniele MarinazzoFederico RaimondoSarael Alcauter et al.

A1 Journal Article in EPILEPSIA OPEN

Disambiguating the role of blood flow and global signal with partial information decomposition

Nigel ColenbierFrederik Van de SteenLucina Q. UddinRussell A. PoldrackVince D. CalhounDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Dynamic causal modelling of the reduced habituation to painful stimuli in migraine : an EEG study

Iege BassezFrederik Van de SteenKatia RicciEleonora VecchioEleonora GentileDaniele MarinazzoMarina de Tommaso

A1 Journal Article in BRAIN SCIENCES

Effective connectivity modulations related to win and loss outcomes

Frederik Van de SteenRuth KrebsNigel ColenbierHannes AlmgrenDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Identification of single subject cognitive networks : from morphology to dynamical computations

Nigel ColenbierDaniele Marinazzo

Modeling brain dynamics after tumor resection using The Virtual Brain

Hannelore AertsMichael SchirnerThijs DhollanderBen JeurissenEric AchtenDirk Van RoostPetra RitterDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Objects seen as scenes : neural circuitry for attending whole or parts

Mitchell Valdés-SosaMarlis Ontivero OrtegaJorge Iglesias-FusterAgustin Lage-CastellanosJinnan GongCheng LuoAna Maria Castro-LaguardiaMaria Antonieta BobesDaniele MarinazzoDezhong Yao

A1 Journal Article in NEUROIMAGE

Partial information decomposition in the frequency domain : application to control mechanisms of heart rate variability at rest and during postural stress

Davide NuzziDaniele MarinazzoMichal JavorkaLuca FaesSebastiano Stramaglia

PRINCIPIA : a decentralized peer-review ecosystem

Andrea MambriniAndrea BaronchelliMichele StarniniDaniele MarinazzoManlio De Domenico

Synergistic and redundant brain-heart information in patients with focal epilepsy

Riccardo PerniceIvan KotiuchyiAnton PopovVolodymyr KharytonovAlessandro BusaccaDaniele MarinazzoLuca Faes

Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age

Davide NuzziMario PellicoroLeonardo AngeliniDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in NETWORK NEUROSCIENCE

Synergistic information transfer in the global system of financial markets

Tomas ScagliariniLuca FaesDaniele MarinazzoSebastiano StramagliaRosario N. Mantegna

A1 Journal Article in ENTROPY

The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI

Hannes AlmgrenFrederik Van de SteenAdeel RaziKarl FristonDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

The effect of painful laser stimuli on EEG gamma-band activity in migraine patients and healthy controls

Iege BassezKatia RicciEleonora VecchioMarianna DelussiEleonora GentileDaniele MarinazzoMarina de Tommaso

A1 Journal Article in CLINICAL NEUROPHYSIOLOGY

The influence of nociceptive and neuropathic pain states on the processing of acute electrical nociceptive stimulation : a dynamic causal modeling study

Lisa GoudmanDaniele MarinazzoFrederik Van de SteenGuy NagelsAnn De SmedtEva HuysmansKoen PutmanRonald BuylKelly IckmansJo Nijs et al.

A1 Journal Article in BRAIN RESEARCH

Towards an open, robust, and reproducible framework for resting state effective connectivity in health and cognitive decline

Hannes AlmgrenDaniele Marinazzo

2019

Advancing functional connectivity research from association to causation

Andrew T. ReidDrew B. HeadleyRavi D. MillRuben Sanchez-RomeroLucina Q. UddinDaniele MarinazzoDaniel J. LuriePedro A. Valdés-SosaStephen José HansonBharat B. Biswal et al.

A1 Journal Article in NATURE NEUROSCIENCE

Cognitive effort modulates frontal effective connections : a dynamic causal modeling study on Macaque monkeys

Katharina WegnerCharlie WilsonEmmanuel ProcykKarl FristonDaniele Marinazzo

Connectome sorting by consensus clustering increases separability in group neuroimaging studies

Javier RaseroIbai DiezJesus M. CortesDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in NETWORK NEUROSCIENCE

Controversies in EEG source imaging and connectivity : modeling, validation, benchmarking

Daniele MarinazzoJorge J. RieraLaura MarzettiLaura AstolfiDezhong YaoPedro A. Valdés Sosa

Editorial material

Critical comments on EEG sensor space dynamical connectivity analysis

Frederik Van de SteenLuca FaesEsin KarahanJitkomut SongsiriPedro Antonio Valdés SosaDaniele Marinazzo

A1 Journal Article in BRAIN TOPOGRAPHY

Deletion of autism risk gene Shank3 disrupts prefrontal connectivity

Marco PaganiAlice BerteroAdam LiskaAlberto GalbuseraMara SabbioniNoemi BarsottiNigel ColenbierDaniele MarinazzoMaria Luisa ScattoniMassimo Pasqualetti et al.

A1 Journal Article in JOURNAL OF NEUROSCIENCE

Dynamic causal modelling of fluctuating connectivity in resting-state EEG

Frederik Van de SteenHannes AlmgrenAdeel RaziKarl FristonDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Electrophysiological brain connectivity : theory and implementation

Bin HeLaura AstolfiPedro A. Valdes-SosaDaniele MarinazzoSatu PalvaChristian G. BenarChristoph M. MichelThomas Koenig

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Estimating directed connectivity from cortical recordings and reconstructed sources

Margarita PapadopoulouKarl FristonDaniele Marinazzo

A1 Journal Article in BRAIN TOPOGRAPHY

Evaluating the performance of 3-tissue constrained spherical deconvolution pipelines for within-tumor tractography

Hannelore AertsThijs DhollanderDaniele Marinazzo

How cognitive control modulates intrinsic connectivity : a dynamic causal modeling study for cross-spectral density using Bayesian belief updating

Katharina WegnerCharles R. E. WilsonEmmanuel ProcykDaniele Marinazzo

Information decomposition of multichannel EMG to map functional interactions in the distributed motor system

Tjeerd W. BoonstraLuca FaesJennifer N. KerkmanDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Mapping attention during gameplay : assessment of behavioral and ERP markers in an auditory oddball task

Elena Patricia Nunez CastellarJan-Niklas AntonsDaniele MarinazzoJan Van Looy

A1 Journal Article in PSYCHOPHYSIOLOGY

Modulation of the spontaneous hemodynamic response function across levels of consciousness

Guo-Rong WuCarol Di PerriVanessa Charland-VervilleCharlotte MartialManon CarrièreAudrey VanhaudenhuyseSteven LaureysDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

Multiscale information decomposition dissects control mechanisms of heart rate variability at rest and during physiological stress

Jana KrohovaLuca FaesBarbora CzippelovaZuzana TurianikovaNikoleta MazgutovaRiccardo PerniceAlessandro BusaccaDaniele MarinazzoSebastiano StramagliaMichal Javorka

A1 Journal Article in ENTROPY

Personalized models of brain structure, function and cognition for brain tumor treatment

Hannelore AertsDaniele MarinazzoKaren Caeyenberghs

Quantifying the effect of demixing approaches on directed connectivity estimated between reconstructed EEG sources

Alessandra AnzolinPaolo PrestiFrederik Van de SteenLaura AstolfiStefan HaufeDaniele Marinazzo

A1 Journal Article in BRAIN TOPOGRAPHY

Synergy as a warning sign of transitions : the case of the two-dimensional Ising model

Daniele MarinazzoL. AngeliniM. PellicoroS. Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

The interplay between emotion regulation, emotional well‐being, and cognitive functioning in brain tumor patients and their caregivers : an exploratory study

Hannelore AertsTineke Van VrekhemLara StasDaniele Marinazzo

A1 Journal Article in PSYCHO-ONCOLOGY

TVB time series and connectomes for personalized brain modeling in brain tumor patients

Hannelore AertsMichael SchirnerBen JeurissenThijs DhollanderDirk Van RoostEric AchtenPetra RitterDaniele Marinazzo

2018

Dilution of ferromagnets via a random graph-based strategy

Marco Alberto JavaroneDaniele Marinazzo

A1 Journal Article in COMPLEXITY

Directed dynamical connectivity : methodological advancement and application to the motivated brain

Frederik Van de SteenDaniele MarinazzoRuth Krebs

Do not disturb : psychophysiological correlates of boredom, flow and frustration during VR gaming

Klaas BombekeAranka van DongenWouter DurnezAlessandra AnzolinHannes AlmgrenAnissa AllJan Van LooyLieven De MarezDaniele MarinazzoElena Patricia Nunez Castellar

Functional connectivity hubs and thalamic hemodynamics in rolandic epilepsy

Caroline Garcia ForlimRoma SiugzdaiteYang YuYe-Lei TangWei LiaoDaniele Marinazzo

Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity

Rangaprakash DeshpandeGuo-Rong WuDaniele MarinazzoXiaoping HuGopikrishna Deshpande

A1 Journal Article in MAGNETIC RESONANCE IN MEDICINE

Modeling brain dynamics in brain tumor patients using the virtual brain

Hannelore AertsMichael SchirnerBen JeurissenDirk Van RoostEric AchtenPetra RitterDaniele Marinazzo

A1 Journal Article in ENEURO

Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns

Carol Di PerriEnrico AmicoLizette HeineJitka AnnenCharlotte MartialStephen K. LarroqueAndrea SodduDaniele MarinazzoSteven Laureys

A1 Journal Article in HUMAN BRAIN MAPPING

Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner

D. RangaprakashGuo-Rong WuDaniele MarinazzoXiaoping HuGopikrishna Deshpande

A2 Journal Article in DATA IN BRIEF

Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data

Javier RaseroHannelore AertsMarlis Ontivero OrtegaJesus M. CortesSebastiano StramagliaDaniele Marinazzo

A1 Journal Article in PLOS ONE

Variability and reliability of effective connectivity within the core default mode network : a multi-site longitudinal spectral DCM study

Hannes AlmgrenFrederik Van de SteenSimone KühnAdeel RaziKarl FristonDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

2017

Consensus clustering approach to group brain connectivity matrices

Javier RaseroMario PellicoroLeonardo AngeliniJesus M CortesDaniele MarinazzoSebastiano Stramaglia

A2 Journal Article in NETWORK NEUROSCIENCE

Dynamic causal modelling of seizure activity in a rat model

Margarita PapadopoulouGerald CoorayRichard RoschRosalyn MoranDaniele MarinazzoKarl Friston

A1 Journal Article in NEUROIMAGE

Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population

Ibai DiezDavid DrijkoningenSebastiano StramagliaPaolo BonifaziDaniele MarinazzoJolien GooijersStephan P SwinnenJesus M Cortes

A2 Journal Article in NETWORK NEUROSCIENCE

Evolutionary dynamics of group formation

Marco Alberto JavaroneDaniele Marinazzo

A1 Journal Article in PLOS ONE

Ising model with conserved magnetization on the human connectome : implications on the relation structure-function in wakefulness and anesthesia

S. StramagliaM. PellicoroL. AngeliniEnrico AmicoHannelore AertsJ. M. CortésS. LaureysDaniele Marinazzo

A1 Journal Article in CHAOS

Mapping the functional connectome traits of levels of consciousness

Enrico AmicoDaniele MarinazzoCarol Di PerriLizette HeineJitka AnnenCharlotte MartialMario DzemidzicMurielle KirschVincent BonhommeSteven Laureys et al.

A1 Journal Article in NEUROIMAGE

Modeling global brain dynamics in brain tumor patients using The Virtual Brain

Hannelore AertsDaniele Marinazzo

Modeling global brain dynamics in brain tumor patients using The Virtual Brain

Hannelore AertsDaniele Marinazzo

Modeling global brain dynamics in brain tumor patients using The Virtual Brain

Hannelore AertsDaniele Marinazzo

Multiscale granger causality

Luca FaesGiandomenico NolloSebastiano StramagliaDaniele Marinazzo

A1 Journal Article in PHYSICAL REVIEW E

Multiscale Granger causality analysis by à trous wavelet transform

Sebastiano StramagliaIege BassezLuca FaesDaniele Marinazzo

Multiscale information decomposition : exact computation for multivariate gaussian processes

Luca FaesDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in ENTROPY

New (spectral) dynamic causal modeling scheme improves effective connectivity estimation within resting state networks in longitudinal data

Hannes AlmgrenFrederik Van de SteenAdeel RaziDaniele Marinazzo

On the interpretability and computational reliability of frequency-domain Granger causality

Luca FaesSebastiano StramagliaDaniele Marinazzo

A2 Journal Article in F1000RESEARCH

Tracking dynamic interactions between structural and functional connectivity : a TMS/EEG-dMRI study

Enrico AmicoOlivier BodartMario RosanovaOlivia GosseriesLizette HeinePieter Van MierloCharlotte MartialMarcello MassiminiDaniele MarinazzoSteven Laureys

A1 Journal Article in BRAIN CONNECTIVITY

Visibility graphs for fMRI data : multiplex temporal graphs and their modulations across resting-state networks

Speranza SanninoSebastiano StramagliaLucas LacasaDaniele Marinazzo

A2 Journal Article in NETWORK NEUROSCIENCE

Within and between subject variability of effective connectivity in (small) resting state networks: A spectral dynamic causal modeling study

Hannes AlmgrenFrederik Van de SteenSimone KühnAdeel RaziDaniele Marinazzo

2016

Accelerated HF-rTMS protocol has a rate-dependent effect on dACC activation in alcohol-dependent patients: an open-label feasibility study

Sarah C HerremansRudi De RaedtPeter Van SchuerbeekDaniele MarinazzoFrieda MatthysJohan De MeyChris Baeken

A1 Journal Article in ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH

An information-theoretic framework to map the spatio-temporal dynamics of the scalp electroencephalogram

Luca FaesDaniele MarinazzoGiandomenico NolloAlberto Porta

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Brain networks under attack : robustness properties and the impact of lesions

Hannelore AertsWim FiasKaren CaeyenberghsDaniele Marinazzo

A1 Journal Article in BRAIN

Information transfer in complex networks : challenges and new perspectives

Alessandro MontaltoDaniele MarinazzoLuca Faes

Methods and models for brain connectivity assessment across levels of consciousness

Enrico AmicoSteven LaureysDaniele Marinazzo

Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study

Hannelore AertsDaniele Marinazzo

Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study

Hannelore AertsDaniele Marinazzo

Predictability decomposition detects the impairment of brain–heart dynamical networks during sleep disorders and their recovery with treatment

Luca FaesDaniele MarinazzoSebastiano StramagliaFabrice JurystaAlberto PortaGiandomenico Nollo

A1 Journal Article in PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Sensitivity of the resting-state haemodynamic response function estimation to autonomic nervous system fluctuations

Guorong WuDaniele Marinazzo

A1 Journal Article in PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI

Sebastiano StramagliaLeonardo AngeliniGuorong WuJesus CortesLuca FaesDaniele Marinazzo

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Vagus nerve stimulation applied with a rapid cycle has more profound influence on hippocampal electrophysiology than a standard cycle

Lars Emil LarsenWytse WadmanDaniele MarinazzoPieter van MierloJean DelbekeSofie DaelemansMathieu SprengersLisa ThyrionWouter Van LysebettensEvelien Carrette et al.

A1 Journal Article in NEUROTHERAPEUTICS

2015

Cardiorespiratory information dynamics during mental arithmetic and sustained attention

Devy WidjajaAlessandro MontaltoElke VlemincxDaniele MarinazzoSabine Van HuffelLuca Faes

A1 Journal Article in PLOS ONE

Dynamics and network structure in neuroimaging data

Margarita PapadopoulouDaniele MarinazzoKarl J Friston

Estimating the decomposition of predictive information in multivariate systems

Luca FaesDimitris KugiumtzisGiandomenico NolloFabrice JurystaDaniele Marinazzo

A1 Journal Article in PHYSICAL REVIEW E

Functional connectivity density and balance in young patients with traumatic axonal injury

Karen CaeyenberghsRoma SiugzdaiteDavid DrijkoningenDaniele MarinazzoStephan P Swinnen

A2 Journal Article in BRAIN CONNECTIVITY

Functional connectivity of EEG signals under laser stimulation in migraine

Marina de TommasoGabriele TrottaEleonora VecchioKatia RicciFrederik Van de SteenAnna MontemurnoMarta LorenzoDaniele MarinazzoRoberto BellottiSebastiano Stramaglia

A1 Journal Article in FRONTIERS IN HUMAN NEUROSCIENCE

Identification of redundant and synergetic circuits in triplets of electrophysiological data

Asier ErramuzpeGuillermo J OrtegaJesus PastorRafael de SolaDaniele MarinazzoSebastiano StramagliaJesus M Cortes

A1 Journal Article in JOURNAL OF NEURAL ENGINEERING

Information flow between resting-state networks

Ibai DiezAsier ErramuzpeIñaki EscuderoBeatriz MateosAlberto CabreraDaniele MarinazzoErnesto Sanz ArigitaSebastiano StramagliaJesus Cortes

A2 Journal Article in BRAIN CONNECTIVITY

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

Carolin VaronAlessandro MontaltoKatrien JansenLieven LagaeDaniele MarinazzoLuca FaesSabine Van Huffel

A1 Journal Article in PHYSIOLOGICAL MEASUREMENT

Investigating dynamical information transfer in the brain following a TMS pulse: insights from structural architecture

Enrico AmicoPieter van MierloDaniele MarinazzoSteven Laureys

Lagged and instantaneous dynamical influences related to brain structural connectivity

Carmen AlonsoIbai DiezLakhdar RemakiIñaki EscuderoBeatriz MateosYves RosseelDaniele MarinazzoSebastiano StramagliaJesus Cortes

A1 Journal Article in FRONTIERS IN PSYCHOLOGY

Lesion to Hippocampus changes resting state functional connectivity in rat brain reflecting structural damage

Roma SiugzdaiteBenedicte DescampsNathalie Van Den BergeGuorong WuPieter van MierloWim FiasRobrecht RaedtDaniele Marinazzo

Linear and non-linear brain-heart and brain-brain interactions during sleep

Luca FaesDaniele MarinazzoFabrice JurystaGiandomenico Nollo

A1 Journal Article in PHYSIOLOGICAL MEASUREMENT

Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study

Hannelore AertsDirk Van RoostKaren CaeyenberghsWim FiasEric AchtenDaniele Marinazzo

Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality

Alessandro MontaltoSebastiano StramagliaLuca FaesGiovanni TessitoreRoberto PreveteDaniele Marinazzo

A1 Journal Article in NEURAL NETWORKS

Point-process deconvolution of fMRI BOLD signal reveals effective connectivity alterations in chronic pain patients

Guorong WuDaniele Marinazzo

A1 Journal Article in BRAIN TOPOGRAPHY

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

Madelon PijnenburgSimon BrumagneKaren CaeyenberghsLotte JanssensNina GoossensDaniele MarinazzoStephan SwinnenKurt ClaeysRoma Siugzdaite

A2 Journal Article in BRAIN CONNECTIVITY

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

Madelon PijnenburgSimon BrumagneKaren CaeyenberghsLotte JanssensNina GoossensDaniele MarinazzoStephan P. SwinnenKurt ClaeysRoma Siugzdaite

A2 Journal Article in BRAIN CONNECTIVITY

Retrieving the hemodynamic response function in resting state fMRI: methodology and application

Guorong WuGopikrishna DeshpandeSteven LaureysDaniele Marinazzo

Statistical approaches for resting state fMRI data analysis

Guorong WuDaniele Marinazzo

Synergy, redundancy and unnormalized Granger causality

Sebastiano StramagliaLeonardo AngeliniJesus CortesDaniele Marinazzo

The challenge of successive dynamic causal models

Hannes AlmgrenFrederik Van de SteenRoma SiugzdaiteDaniele Marinazzo

The impact of accelerated HF-rTMS on the subgenual anterior cingulate cortex in refractory unipolar major depression: insights from 18FDG PET brain imaging

Chris BaekenDaniele MarinazzoHendrik EveraertGuo-Rong WuChristian VanhoveKurt AudenaertIngeborg GoethalsFilip De VosKathelijne PeremansRudi De Raedt

A1 Journal Article in BRAIN STIMULATION

Tracking slow modulations in synaptic gain using dynamic causal modelling : validation in epilepsy

Margarita PapadopoulouMarco LeitePieter van MierloKristl VonckLouis LemieuxKarl FristonDaniele Marinazzo

A1 Journal Article in NEUROIMAGE

2014

Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity

Chris BaekenDaniele MarinazzoGuorong WuPeter Van SchuerbeekJohan De MeyIgor MarchettiMarie-Anne VanderhasseltJonathan RemueRobert LuypaertRudi De Raedt

A1 Journal Article in WORLD JOURNAL OF BIOLOGICAL PSYCHIATRY

Altered processing of sensory stimuli in patients with migraine

Marina de TommasoAnna AmbrosiniFilippo BrighinaGianluca CoppolaArmando PerrottaFrancesco PierelliGiorgio SandriniMassimiliano ValerianiDaniele MarinazzoSebastiano Stramaglia et al.

A1 Journal Article in NATURE REVIEWS NEUROLOGY

COMT Val(158)Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females

Chris BaekenDaniele MarinazzoStephan ClaesGuorong WuPeter Van SchuerbeekJohan De MeyRobert LuypaertRudi De Raedt

A1 Journal Article in FRONTIERS IN HUMAN NEUROSCIENCE

Directed information transfer in scalp electroencephalographic recordings : insights on disorders of consciousness

Daniele MarinazzoOlivia GosseriesMélanie BolyDidier LedouxMario RosanovaMarcello MassiminiQuentin NoirhommeSteven Laureys

A1 Journal Article in CLINICAL EEG AND NEUROSCIENCE

Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics

Jesus CortesDaniele MarinazzoMiguel Angel Muñoz

Editorial material

Functional brain connectivity from EEG in epilepsy: seizure prediction and epileptogenic focus localization.

Pieter van MierloMargarita PapadopoulouEvelien CarrettePaul BoonStefaan VandenbergheKristl VonckDaniele Marinazzo

A1 Journal Article in PROGRESS IN NEUROBIOLOGY

Information dynamics in cardiorespiratory analyses: application to controlled breathing

Dewy WidjajaLuca FaesAlessandro MontaltoIlse Van DiestDaniele MarinazzoSabine Van Huffel

Information dynamics of brain–heart physiological networks during sleep

Luca FaesGiandomenico NolloFabrice JurystaDaniele Marinazzo

A1 Journal Article in NEW JOURNAL OF PHYSICS

Information transfer and criticality in the Ising model on the human connectome

Daniele MarinazzoMario PellicoroGuorong WuLeonardo AngeliniJesus CortesSebastiano Stramaglia

A1 Journal Article in PLOS ONE

Information transfer in the brain : insights from a unified approach

Daniele MarinazzoGuorong WuMario PellicoroSebastiano Stramaglia

Bookchapter in Directed information measures in neuroscience

Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer

Luca FaesDaniele MarinazzoAlessandro MontaltoGiandomenico Nollo

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Left and right amygdala : mediofrontal cortical functional connectivity is differentially modulated by harm avoidance

Chris BaekenDaniele MarinazzoPeter Van SchuerbeekGuorong WuJohan De MeyRobert LuypaertRudi De Raedt

A1 Journal Article in PLOS ONE

Lesion to left hippocampus changes functional connectivity according to changes in structure

Roma SiugzdaiteBenedicte DescampsNathalie Van Den BergePieter van MierloG WuWim FiasRobrecht RaedtDaniele Marinazzo

MuTE: A MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy

Alessandro MontaltoLuca FaesDaniele Marinazzo

A1 Journal Article in PLOS ONE

MuTE: a new matlab toolbox for estimating the multivariate transfer entropy in physiological variability series

Alessandro MontaltoLuca FaesDaniele Marinazzo

Nonlinear parametric granger causality in dynamical networks

Daniele MarinazzoWei LiaoMario PellicoroSebastiano Stramaglia

Bookchapter in Methods in brain connectivity inference through multivariate time series analysis

Posterior cingulate cortex-related co-activation patterns: a resting state fMRI study in propofol-induced loss of consciousness

Enrico AmicoFrancisco GomezCarol Di PerriAudrey VanhaudenhuyseDamien LesenfantsPierre BoverouxVincent BonhommeJean-Francois BrichantDaniele MarinazzoSteven Laureys

A1 Journal Article in PLOS ONE

Synergy and redundancy in the Granger causal analysis of dynamical networks

Sebastiano StramagliaJesus CortesDaniele Marinazzo

A1 Journal Article in NEW JOURNAL OF PHYSICS

The touch and zap method for in vivo whole-cell patch recording of intrinsic and visual responses of cortical neurons and Glial cells

Adrien SchrammDaniele MarinazzoThomas GenerLyle Graham

A1 Journal Article in PLOS ONE

2013

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data

Guorong WuWei LiaoSebastiano StramagliaJurong DingHuafu ChenDaniele Marinazzo

A1 Journal Article in MEDICAL IMAGE ANALYSIS

Comparing model-free and model-based transfer entropy estimators in cardiovascular variability

Alessandro MontaltoDaniele MarinazzoDimitris KugiumtzisGiandomenico NolloLuca Faes

Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura

Marina De TommasoSebastiano StramagliaDaniele MarinazzoGabriele TrottaMario Pellicoro

A1 Journal Article in CEPHALALGIA

Identification of informative subgraphs in brain networks

Daniele MarinazzoGuorong WuMario PellicoroSebastiano Stramaglia

Mapping the voxel-wise effective connectome in resting state fMRI

Guorong WuSebastiano StramagliaHuafu ChenWei LiaoDaniele Marinazzo

A1 Journal Article in PLOS ONE

Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality

Guorong WuWei LiaoHuafu ChenSebastiano StramagliaDaniele Marinazzo

A2 Journal Article in BRAIN CONNECTIVITY

2012

Brain mapping of an epileptic brain using EEG functional and effective connectivity

Margarita PapadopoulouMarco LeiteAlfred MeursEvelien CarretteRobrecht RaedtKristl VonckPaul BoonDaniele Marinazzo

Causal information approach to partial conditioning in multivariate data sets

Daniele MarinazzoMario PellicoroSebastiano Stramaglia

A1 Journal Article in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE

Decomposition of the transfer entropy: partial conditioning and informative clustering

Guorong WuSebastiano StramagliaDaniele Marinazzo

Effective brain connectivity during sleep

Daniele MarinazzoJean-Pol LanquartPaul LinkowskiFabrice Jurysta

Expanding the transfer entropy to identify information circuits in complex systems

Sebastiano StramagliaGuorong WuMario PellicoroDaniele Marinazzo

A1 Journal Article in PHYSICAL REVIEW E

Functional and effective connectivity in healthy human EEG across sleep stages

Fabrice JurystaDaniele MarinazzoPaul Linkowski

Functional brain connectivity across sleep stages and sleep EEG frequencies

Fabrice JurystaJean-Pol LanquartPaul LinkowskiDaniele Marinazzo

How lesions change resting state functional connectivity in rat brain

Roma SiugzdaiteGuorong WuPieter van MierloBenedicte DescampsRobrecht RaedtDaniele Marinazzo

Identification of informative subgraphs in complex systems

Sebastiano StramagliaMario PellicoroGuorong WuDaniele Marinazzo

Information flow in networks and the law of diminishing marginal returns : evidence from modeling and human electroencephalographic recordings

Daniele MarinazzoGuorong WuMario PellicoroLeonardo AngeliniSebastiano Stramaglia

A1 Journal Article in PLOS ONE

Information flow in networks and the law of diminishing marginal returns: evidence in human EEG recordings across cognitive and physiological states

Daniele MarinazzoGuorong WuMario PellicoroMarina De TommasoSebastiano Stramaglia

Information flow processing in migraine with aura: a study of effective connectivity in the EEG beta band during intermittent photic stimulation

Marina De TommasoGabriele TrottaDaniele MarinazzoSebastiano Stramaglia

Mapping the epileptic brain with EEG dynamical connectivity: established methods and novel approaches

Margarita PapadopoulouKristl VonckPaul BoonDaniele Marinazzo

A1 Journal Article in EUROPEAN PHYSICAL JOURNAL PLUS

The effect of neural adaptation on population coding accuracy

Jesus M CortesDaniele MarinazzoPeggy SeriesMike W OramTerry J SejnowskiMark CW Van Rossum

A1 Journal Article in JOURNAL OF COMPUTATIONAL NEUROSCIENCE

The influence of intensive HF-rTMS treatment on functional connectivity in treatment-resistant unipolar depression

Guorong WuDaniele MarinazzoRudi De RaedtChris Baeken

2011

Multiscale causal connectivity analysis by canonical correlation: theory and application to epileptic brain

GuoRong WuFuyong ChenDezhi KangHiangyang ZangDaniele MarinazzoHuafu Chen

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Nonlinear connectivity by Granger causality

Daniele MarinazzoWei LiaoHuafu ChenSebastiano Stramaglia

A1 Journal Article in NEUROIMAGE

Small-world directed networks in the human brain : multivariate granger causality analysis of resting-state fMRI

Wei LiaoDaniele MarinazzoJurong DingQiang XuZhengge WangCuiping YuanZhiqiang ZhangGuangming LuHuafo Chen

A1 Journal Article in NEUROIMAGE

2008

Kernel method for nonlinear Granger causality

Daniele MarinazzoMario PellicoroSebastiano Stramaglia

A1 Journal Article in PHYSICAL REVIEW LETTERS

Kernel-Granger causality and the analysis of dynamical networks

Daniele MarinazzoM. PellicoroS. Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

Semi-supervised learning by search of optimal target vector

Leonardo AngeliniDaniele MarinazzoMario PellicoroSebastiano Stramaglia

A1 Journal Article in PATTERN RECOGNITION LETTERS

2007

Effects of levetiracetam vs topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine

Marina de TommasoDaniele MarinazzoLuigi NittiMario PellicoroMarco GuidoClaudia SerpinoSebastiano Stramaglia

A1 Journal Article in CLINICAL NEUROPHYSIOLOGY

Identification of network modules by optimization of ratio association

L. AngeliniS. BoccalettiDaniele MarinazzoM. PellicoroS. Stramaglia

A1 Journal Article in CHAOS

Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses

Daniele MarinazzoHilbert J. KappenStan C. A. M. Gielen

A1 Journal Article in NEURAL COMPUTATION

Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series

Leonardo AngeliniRoberto MaestriDaniele MarinazzoLuigi NittiMario PellicoroGian Domenico PinnaSebastiano StramagliaSalvatore A. Tupputi

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

Natural clustering : the modularity approach

L. AngeliniDaniele MarinazzoM. PellicoroS. Stramaglia

A1 Journal Article in JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Phase diagram of a generalized Winfree model

F. GiannuzziDaniele MarinazzoG. NardulliM. PellicoroS. Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

2006

Kernel method for clustering based on optimal target vector

Leonardo AngeliniDaniele MarinazzoMario PellicoroSebastiano Stramaglia

A1 Journal Article in PHYSICS LETTERS A

Measuring randomness by leave-one-out prediction error : analysis of EEG after painful stimulation

N. AnconaL. AngeliniM. De TommasoDaniele MarinazzoL. NittiM. PellicoroS. Stramaglia

A1 Journal Article in PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Nonlinear parametric model for Granger causality of time series

Daniele MarinazzoMario PellicoroSebastiano Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

2005

Leave-one-out prediction error of systolic arterial pressure time series under paced breathing

N. AnconaR. MaestriDaniele MarinazzoL. NittiM. PellicoroG. D. PinnaS. Stramaglia

A1 Journal Article in PHYSIOLOGICAL MEASUREMENT

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 TommasoDaniele MarinazzoS. Stramaglia

A1 Journal Article in CLINICAL NEUROPHYSIOLOGY

Visually evoked phase synchronization changes of alpha rhythm in migraine : correlations with clinical features

Marina de TommasoDaniele MarinazzoMarco GuidoGiuseppe LibroSebastiano StramagliaLuigi NittiGianluca LattanziLeonardo AngeliniMarco Pellicoro

A1 Journal Article in INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

2004

Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation

L. AngeliniG. LattanziR. MaestriDaniele MarinazzoG. NardulliL. NittiM. PellicoroG. D. PinnaS. Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

Radial basis function approach to nonlinear Granger causality of time series

Nicola AnconaDaniele MarinazzoSebastiano Stramaglia

A1 Journal Article in PHYSICAL REVIEW E

Steady-state visual evoked potentials and phase synchronization in migraine patients

L. AngeliniM. D. TommasoM. GuidoK. HuP. C. IvanovDaniele MarinazzoG. NardulliL. NittiM. PellicoroC. Pierro et al.

A1 Journal Article in PHYSICAL REVIEW LETTERS