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Researcher
Daniele Marinazzo
Profile
Projects
Publications
Activities
Awards & Distinctions
215
Results
2025
Assessing high-order effects in feature importance via predictability decomposition
Marlis Ontivero Ortega
Luca Faes
Jesus M. Cortes
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2025
Dynamic causal modeling of brain activity
Frederik Van de Steen
Karl J. Friston
Peter Zeidman
Dimitris A. Pinotsis
Guy Nagels
Daniele Marinazzo
Bookchapter
in
fMRI techniques and protocols
2025
High-order information analysis of epileptogenesis in the pilocarpine rat model of temporal lobe epilepsy
Morteza Mirjebreili
Josu Martinez de Aguirre Ibarreta
Daniele Marinazzo
Laetitia Chauvière
A1
Journal Article
in
ENEURO
2025
Investigating cognitive-physical task interaction during self-paced cycling : a Granger Causality study
Chiara Avancini
Daniele Marinazzo
Daniel Sanabria
Juan José Pérez-Díaz
José-Antonio Salas-Montoro
Luis F. Ciria
A1
Journal Article
in
PSYCHOLOGY OF SPORT AND EXERCISE
2025
Large language models surpass human experts in predicting neuroscience results
Xiaoliang Luo
Akilles Rechardt
Guangzhi Sun
Kevin K. Nejad
Felipe Yáñez
Bati Yilmaz
Kangjoo Lee
Alexandra O. Cohen
Valentina Borghesani
Anton Pashkov
et al.
A1
Journal Article
in
NATURE HUMAN BEHAVIOUR
2025
Network representation of higher-order interactions based on information dynamics
Gorana Mijatovic
Yuri Antonacci
Michal Javorka
Daniele Marinazzo
Sebastiano Stramaglia
Luca Faes
A1
Journal Article
in
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
2025
With behaviors like these in complex systems, who needs mechanisms?
Daniele Marinazzo
Editorial material
2025
2024
An information-theoretic approach to build hypergraphs in psychometrics
Daniele Marinazzo
Jan van Roozendaal
Fernando E. Rosas
Massimo Stella
Renzo Comolatti
Nigel Colenbier
Sebastiano Stramaglia
Yves Rosseel
A1
Journal Article
in
BEHAVIOR RESEARCH METHODS
2024
Aperiodic component of EEG power spectrum and cognitive performance are modulated by education in aging
Sonia Montemurro
Daniel Borek
Daniele Marinazzo
Sara Zago
Fabio Masina
Ettore Napoli
Nicola Filippini
Giorgio Arcara
A1
Journal Article
in
SCIENTIFIC REPORTS
2024
Assessing cortical excitability with electroencephalography : a pilot study with EEG-iTBS
Giovanni Pellegrino
Anna-Lisa Schuler
Zhengchen Cai
Daniele Marinazzo
Franca Tecchio
Lorenzo Ricci
Mario Tombini
Vincenzo di Lazzaro
Giovanni Assenza
A1
Journal Article
in
BRAIN STIMULATION
2024
Assessing high-order links in cardiovascular and respiratory networks via static and dynamic information measures
Gorana Mijatovic
Laura Sparacino
Yuri Antonacci
Michal Javorka
Daniele Marinazzo
Sebastiano Stramaglia
Luca Faes
A2
Journal Article
in
IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY
2024
Cognitive modelling of concepts in the mental lexicon with multilayer networks : insights, advancements, and future challenges
Massimo Stella
Salvatore Citraro
Giulio Rossetti
Daniele Marinazzo
Yoed N. Kenett
Michael S. Vitevitch
A1
Journal Article
in
PSYCHONOMIC BULLETIN & REVIEW
2024
Disentangling high-order effects in the transfer entropy
Sebastiano Stramaglia
Luca Faes
Jesus M. Cortes
Daniele Marinazzo
A2
Journal Article
in
PHYSICAL REVIEW RESEARCH
2024
Estimation of EEG/MEG source activity and connectivity biomarkers for cognitive aging
Mayrim Vega Hernández
Pedro Valdés-Sosa
Daniele Marinazzo
Dissertation
2024
Gradients of O-information highlight synergy and redundancy in physiological applications
Tomas Scagliarini
Laura Sparacino
Luca Faes
Daniele Marinazzo
Sebastiano Stramaglia
A2
Journal Article
in
FRONTIERS IN NETWORK PHYSIOLOGY
2024
HOI : a python toolbox for high-performance estimationof higher-order interactions from multivariate data
Matteo Neri
Dishie Vinchhi
Christian Ferreyra
Thomas Robiglio
Onur Ates
Marlis Ontivero Ortega
Andrea Brovelli
Daniele Marinazzo
Etienne Combrisson
A2
Journal Article
in
JOURNAL OF OPEN SOURCE SOFTWARE
2024
Intra-V1 functional networks and classification of observed stimuli
Marlis Ontivero Ortega
Jorge Iglesias-Fuster
Jhoanna Perez-Hidalgo
Daniele Marinazzo
Mitchell Valdes-Sosa
Pedro Valdes-Sosa
A1
Journal Article
in
FRONTIERS IN NEUROINFORMATICS
2024
Reliable measurement of auditory-driven gamma synchrony with a single EEG electrode : a simultaneous EEG-MEG study
Giovanni Pellegrino
Silvia L. Isabella
Giulio Ferrazzi
Laura Gschwandtner
Martin Tik
Giorgio Arcara
Daniele Marinazzo
Anna-Lisa Schuler
A1
Journal Article
in
NEUROIMAGE
2024
The coming decade of digital brain research : a vision for neuroscience at the intersection of technology and computing
Katrin Amunts
Markus Axer
Swati Banerjee
Lise Bitsch
Jan G. Bjaalie
Philipp Brauner
Andrea Brovelli
Navona Calarco
Marcel Carrere
Svenja Caspers
et al.
A2
Journal Article
in
IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.)
2024
brainlife.io : a decentralized and open-source cloud platform to support neuroscience research
Soichi Hayashi
Bradley A. Caron
Anibal Sólon Heinsfeld
Sophia Vinci-Booher
Brent McPherson
Daniel N. Bullock
Giulia Bertò
Guiomar Niso
Sandra Hanekamp
Daniel Levitas
et al.
A1
Journal Article
in
NATURE METHODS
2024
2023
Auditory white noise exposure results in intrinsic cortical excitability changes
Anna-Lisa Schuler
Diandra Brkić
Giulio Ferrazzi
Giorgio Arcara
Daniele Marinazzo
Giovanni Pellegrino
A1
Journal Article
in
ISCIENCE
2023
Frontal effective connectivity increases with task demands and time on task : a Dynamic Causal Model of electrocorticogram in macaque monkeys
Katharina Wegner
Charles R. E. Wilson
Emmanuel Procyk
Karl J. Friston
Frederik Van de Steen
Dimitris A. Pinotsis
Daniele Marinazzo
A2
Journal Article
in
NEURONS, BEHAVIOR, DATA ANALYSIS, AND THEORY
2023
Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging
Alejandro Veloz
Wael El-Deredy
Alejandro Weinstein
Juan Zamora
Claudio Moraga
Daniele Marinazzo
C1
Conference
2023
Gradients of O-information : low-order descriptors of high-order dependencies
Tomas Scagliarini
Davide Nuzzi
Yuri Antonacci
Luca Faes
Fernando E. Rosas
Daniele Marinazzo
Sebastiano Stramaglia
A2
Journal Article
in
PHYSICAL REVIEW RESEARCH
2023
Reduced connectivity of primary auditory and motor cortices during exposure to auditory white noise
Mattia Pinardi
Anna-Lisa Schuler
Giorgio Arcara
Florinda Ferreri
Daniele Marinazzo
Giovanni Di Pino
Giovanni Pellegrino
A1
Journal Article
in
NEUROSCIENCE LETTERS
2023
Task matters : individual MEG signatures from naturalistic and neurophysiological brain states
Nigel Colenbier
Ekansh Sareen
Tamara del-Aguila Puntas
Alessandra Griffa
Giovanni Pellegrino
Dante Mantini
Daniele Marinazzo
Giorgio Arcara
Enrico Amico
A1
Journal Article
in
NEUROIMAGE
2023
The impact of ROI extraction method for MEG connectivity estimation : practical recommendations for the study of resting state data
Diandra Brkić
Sara Sommariva
Anna-Lisa Schuler
Annalisa Pascarella
Paolo Belardinelli
Silvia L. Isabella
Giovanni Di Pino
Sara Zago
Giulio Ferrazzi
Javier Rasero
et al.
A1
Journal Article
in
NEUROIMAGE
2023
2022
A new framework for the time- and frequency-domain assessment of high-order interactions in networks of random processes
Luca Faes
Gorana Mijatovic
Yuri Antonacci
Riccardo Pernice
Chiara Bara
Laura Sparacino
Marco Sammartino
Alberto Porta
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
IEEE TRANSACTIONS ON SIGNAL PROCESSING
2022
Approaching or decentering? Differential neural networks underlying experiential emotion regulation and cognitive defusion
Yulin Wang
Iris Van Tieghem
Debo Dong
Johan Nemegeer
Johan De Mey
Peter Van Schuerbeeck
Daniele Marinazzo
Marie Vandekerckhove
A1
Journal Article
in
BRAIN SCIENCES
2022
Auditory driven gamma synchrony is associated with cortical thickness in widespread cortical areas
Anna-Lisa Schuler
Giulio Ferrazzi
Nigel Colenbier
Giorgio Arcara
Francesco Piccione
Florinda Ferreri
Daniele Marinazzo
Giovanni Pellegrino
A1
Journal Article
in
NEUROIMAGE
2022
Brain simulation as a cloud service : the Virtual Brain on EBRAINS
Michael Schirner
Lia Domide
Dionysios Perdikis
Paul Triebkorn
Leon Stefanovski
Roopa Pai
Paula Prodan
Bogdan Valean
Jessica Palmer
Chloê Langford
et al.
A1
Journal Article
in
NEUROIMAGE
2022
Cognitive modelling with multilayer networks : insights, advancements and future challenges
Massimo Stella
Salvatore Citraro
Giulio Rossetti
Daniele Marinazzo
Yoed N. Kenett
Michael S. Vitevitch
Preprint
2022
Decoding neural circuitry using Multivoxel Pattern Analysis (MVPA) and Functional Connectivity (FC) in fMRI data
Marlis Ontivero Ortega
Mitchell Valdes-Sosa
Daniele Marinazzo
Dissertation
2022
Disentangling high-order mechanisms and high-order behaviours in complex systems
Fernando E. Rosas
Pedro A. M. Mediano
Andrea I. Luppi
Thomas F. Varley
Joseph T. Lizier
Sebastiano Stramaglia
Henrik J. Jensen
Daniele Marinazzo
A1
Journal Article
in
NATURE PHYSICS
2022
Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex
Frederik Van de Steen
Dimitris Pinotsis
Wouter Devos
Nigel Colenbier
Iege Bassez
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
PLOS COMPUTATIONAL BIOLOGY
2022
Frontal effective connectivity increases with task demands and time on task : a DCM study on electrocorticogram in macaque monkeys
Katharina Wegner
Charles R. E. Wilson
Emmanuel Procyk
Karl J. Friston
Frederik Van de Steen
Dimitris A. Pinotsis
Daniele Marinazzo
Preprint
2022
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
Kenzo Clauw
Daniele Marinazzo
Sebastiano Stramaglia
Preprint
2022
Individual differences in mental imagery modulate effective connectivity of scene-selective regions during resting state
Maria Giulia Tullo
Hannes Almgren
Frederik Van de Steen
Valentina Sulpizio
Daniele Marinazzo
Gaspare Galati
A1
Journal Article
in
BRAIN STRUCTURE & FUNCTION
2022
Investigation on how dynamic effective connectivity patterns encode the fluctuating pain intensity in chronic migraine
Iege Bassez
Frederik Van de Steen
Sophie Hackl
Pauline Jahn
Astrid Mayr
Daniele Marinazzo
Enrico Schulz
A2
Journal Article
in
NEUROBIOLOGY OF PAIN
2022
Learning to synchronize : computational and EEG investigations of cognitive flexibility
Pieter Verbeke
Tom Verguts
Daniele Marinazzo
Dissertation
2022
Pre- and post-surgery brain tumor multimodal magnetic resonance imaging data optimized for large scale computational modelling
Hannelore Aerts
Nigel Colenbier
Hannes Almgren
Thijs Dhollander
Javier Rasero Daparte
Kenzo Clauw
Amogh Johri
Jil Meier
Jessica Palmer
Michael Schirner
et al.
A1
Journal Article
in
SCIENTIFIC DATA
2022
Quantifying high-order interdependencies on individual patterns via the local O-information : theory and applications to music analysis
Tomas Scagliarini
Daniele Marinazzo
Yike Guo
Sebastiano Stramaglia
Fernando E. Rosas
A2
Journal Article
in
PHYSICAL REVIEW RESEARCH
2022
Theta-phase connectivity between medial prefrontal and posterior areas underlies novel instructions implementation
Silvia Formica
Carlos Gonzalez-Garcia
Mehdi Senoussi
Daniele Marinazzo
Marcel Brass
A1
Journal Article
in
ENEURO
2022
WHOCARES : WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions
Nigel Colenbier
Marco Marino
Giorgio Arcara
Blaise Frederick
Giovanni Pellegrino
Daniele Marinazzo
Giulio Ferrazzi
A1
Journal Article
in
JOURNAL OF NEURAL ENGINEERING
2022
2021
Beyond pairwise network similarity : exploring mediation and suppression between networks
Lucas Lacasa
Sebastiano Stramaglia
Daniele Marinazzo
A1
Journal Article
in
COMMUNICATIONS PHYSICS
2021
Brain dynamics underlying pain processing in migraine
Iege Bassez
Daniele Marinazzo
Dissertation
2021
Brainhack : developing a culture of open, inclusive, community-driven neuroscience
Rémi Gau
Stephanie Noble
Katja Heuer
Katherine L. Bottenhorn
Isil P. Bilgin
Yu-Fang Yang
Julia M. Huntenburg
Johanna M.M. Bayer
Richard A.I. Bethlehem
Shawn A. Rhoads
et al.
Editorial material
2021
Common and distinct behavioral and neurophysiological mechanisms in experiential and cognitive emotion regulation
Yulin Wang
Marie Vandekerckhove
Daniele Marinazzo
Dissertation
2021
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
Daniele Marinazzo
A. Porta
Luca Faes
A1
Journal Article
in
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
2021
How hot is the hot zone? Computational modelling clarifies the role of parietal and frontoparietal connectivity during anaesthetic-induced loss of consciousness
Riku Ihalainen
Olivia Gosseries
Frederik Van de Steen
Federico Raimondo
Rajanikant Panda
Vincent Bonhomme
Daniele Marinazzo
Howard Bowman
Steven Laureys
Srivas Chennu
A1
Journal Article
in
NEUROIMAGE
2021
Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability
Davide Nuzzi
Luca Faes
Michal Javorka
Daniele Marinazzo
Sebastiano Stramaglia
U
Conference
2021
Inclusion of instantaneous influences in the spectral decomposition of causality : application to the control mechanisms of heart rate variability
Davide Nuzzi
Luca Faes
Michal Javorka
Daniele Marinazzo
Sebastiano Stramaglia
P1
Conference
2021
Measuring high-order interactions in rhythmic processes through multivariate spectral information decomposition
Yuri Antonacci
Ludovico Minati
Davide Nuzzi
Gorana Mijatovic
Riccardo Pernice
Daniele Marinazzo
Sebastiano Stramaglia
Luca Faes
A1
Journal Article
in
IEEE ACCESS
2021
Multivariate correlation measures reveal structure and strength of brain–body physiological networks at rest and during mental stress
Riccardo Pernice
Yuri Antonacci
Matteo Zanetti
Alessandro Busacca
Daniele Marinazzo
Luca Faes
Giandomenico Nollo
A1
Journal Article
in
FRONTIERS IN NEUROSCIENCE
2021
Quantifying dynamical high-order interdependencies from the O-information : an application to neural spiking dynamics
Sebastiano Stramaglia
Tomas Scagliarini
Bryan C. Daniels
Daniele Marinazzo
A1
Journal Article
in
FRONTIERS IN PHYSIOLOGY
2021
The neural dynamics and brain connectivity underlying cognitive control and effort
Katharina Wegner
Daniele Marinazzo
Dissertation
2021
rsHRF : a toolbox for resting-state HRF estimation and deconvolution
Guorong Wu
Nigel Colenbier
Sofie Van Den Bossche
Kenzo Clauw
Amogh Johri
Madhur Tandon
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2021
2020
A mean field approach to model levels of consciousness from EEG recordings
Marco Alberto Javarone
Olivia Gosseries
Daniele Marinazzo
Quentin Noirhomme
Vincent Bonhomme
Steven Laureys
Srivas Chennu
A1
Journal Article
in
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
2020
Complete hemispherotomy leads to lateralized functional organization and lower level of consciousness in the isolated hemisphere
Thomas Blauwblomme
Athena Demertzi
Jean‐Marc Tacchela
Ludovic Fillon
Marie Bourgeois
Emma Losito
Monika Eisermann
Daniele Marinazzo
Federico Raimondo
Sarael Alcauter
et al.
A1
Journal Article
in
EPILEPSIA OPEN
2020
Disambiguating the role of blood flow and global signal with partial information decomposition
Nigel Colenbier
Frederik Van de Steen
Lucina Q. Uddin
Russell A. Poldrack
Vince D. Calhoun
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2020
Dynamic causal modelling of the reduced habituation to painful stimuli in migraine : an EEG study
Iege Bassez
Frederik Van de Steen
Katia Ricci
Eleonora Vecchio
Eleonora Gentile
Daniele Marinazzo
Marina de Tommaso
A1
Journal Article
in
BRAIN SCIENCES
2020
Effective connectivity modulations related to win and loss outcomes
Frederik Van de Steen
Ruth Krebs
Nigel Colenbier
Hannes Almgren
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2020
Identification of single subject cognitive networks : from morphology to dynamical computations
Nigel Colenbier
Daniele Marinazzo
Dissertation
2020
Modeling brain dynamics after tumor resection using The Virtual Brain
Hannelore Aerts
Michael Schirner
Thijs Dhollander
Ben Jeurissen
Eric Achten
Dirk Van Roost
Petra Ritter
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2020
Objects seen as scenes : neural circuitry for attending whole or parts
Mitchell Valdés-Sosa
Marlis Ontivero Ortega
Jorge Iglesias-Fuster
Agustin Lage-Castellanos
Jinnan Gong
Cheng Luo
Ana Maria Castro-Laguardia
Maria Antonieta Bobes
Daniele Marinazzo
Dezhong Yao
A1
Journal Article
in
NEUROIMAGE
2020
PRINCIPIA : a decentralized peer-review ecosystem
Andrea Mambrini
Andrea Baronchelli
Michele Starnini
Daniele Marinazzo
Manlio De Domenico
Preprint
2020
Partial Information Decomposition in the Frequency Domain: Application to Control Mechanisms of Heart Rate Variability at Rest and During Postural Stress
Davide Nuzzi
Daniele Marinazzo
Michal Javorka
Luca Faes
Sebastiano Stramaglia
U
Conference
2020
Synergistic and Redundant Brain-Heart Information in Patients with Focal Epilepsy
Riccardo Pernice
Ivan Kotiuchyi
Anton Popov
Volodymyr Kharytonov
Alessandro Busacca
Daniele Marinazzo
Luca Faes
U
Conference
2020
Synergistic information in a dynamical model implemented on the human structural connectome reveals spatially distinct associations with age
Davide Nuzzi
Mario Pellicoro
Leonardo Angelini
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
NETWORK NEUROSCIENCE
2020
Synergistic information transfer in the global system of financial markets
Tomas Scagliarini
Luca Faes
Daniele Marinazzo
Sebastiano Stramaglia
Rosario N. Mantegna
A1
Journal Article
in
ENTROPY
2020
The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI
Hannes Almgren
Frederik Van de Steen
Adeel Razi
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2020
The effect of painful laser stimuli on EEG gamma-band activity in migraine patients and healthy controls
Iege Bassez
Katia Ricci
Eleonora Vecchio
Marianna Delussi
Eleonora Gentile
Daniele Marinazzo
Marina de Tommaso
A1
Journal Article
in
CLINICAL NEUROPHYSIOLOGY
2020
The influence of nociceptive and neuropathic pain states on the processing of acute electrical nociceptive stimulation : a dynamic causal modeling study
Lisa Goudman
Daniele Marinazzo
Frederik Van de Steen
Guy Nagels
Ann De Smedt
Eva Huysmans
Koen Putman
Ronald Buyl
Kelly Ickmans
Jo Nijs
et al.
A1
Journal Article
in
BRAIN RESEARCH
2020
Towards an open, robust, and reproducible framework for resting state effective connectivity in health and cognitive decline
Hannes Almgren
Daniele Marinazzo
Dissertation
2020
2019
Advancing functional connectivity research from association to causation
Andrew T. Reid
Drew B. Headley
Ravi D. Mill
Ruben Sanchez-Romero
Lucina Q. Uddin
Daniele Marinazzo
Daniel J. Lurie
Pedro A. Valdés-Sosa
Stephen José Hanson
Bharat B. Biswal
et al.
A1
Journal Article
in
NATURE NEUROSCIENCE
2019
Cognitive effort modulates frontal effective connections : a dynamic causal modeling study on Macaque monkeys
Katharina Wegner
Charlie Wilson
Emmanuel Procyk
Karl Friston
Daniele Marinazzo
C3
Conference
2019
Connectome sorting by consensus clustering increases separability in group neuroimaging studies
Javier Rasero
Ibai Diez
Jesus M. Cortes
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
NETWORK NEUROSCIENCE
2019
Controversies in EEG source imaging and connectivity : modeling, validation, benchmarking
Daniele Marinazzo
Jorge J. Riera
Laura Marzetti
Laura Astolfi
Dezhong Yao
Pedro A. Valdés Sosa
Editorial material
2019
Critical comments on EEG sensor space dynamical connectivity analysis
Frederik Van de Steen
Luca Faes
Esin Karahan
Jitkomut Songsiri
Pedro Antonio Valdés Sosa
Daniele Marinazzo
A1
Journal Article
in
BRAIN TOPOGRAPHY
2019
Deletion of autism risk gene Shank3 disrupts prefrontal connectivity
Marco Pagani
Alice Bertero
Adam Liska
Alberto Galbusera
Mara Sabbioni
Noemi Barsotti
Nigel Colenbier
Daniele Marinazzo
Maria Luisa Scattoni
Massimo Pasqualetti
et al.
A1
Journal Article
in
JOURNAL OF NEUROSCIENCE
2019
Dynamic causal modelling of fluctuating connectivity in resting-state EEG
Frederik Van de Steen
Hannes Almgren
Adeel Razi
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2019
Electrophysiological brain connectivity : theory and implementation
Bin He
Laura Astolfi
Pedro A. Valdes-Sosa
Daniele Marinazzo
Satu Palva
Christian G. Benar
Christoph M. Michel
Thomas Koenig
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2019
Estimating directed connectivity from cortical recordings and reconstructed sources
Margarita Papadopoulou
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
BRAIN TOPOGRAPHY
2019
Evaluating the performance of 3-tissue constrained spherical deconvolution pipelines for within-tumor tractography
Hannelore Aerts
Thijs Dhollander
Daniele Marinazzo
Preprint
2019
How cognitive control modulates intrinsic connectivity : a dynamic causal modeling study for cross-spectral density using Bayesian belief updating
Katharina Wegner
Charles R. E. Wilson
Emmanuel Procyk
Daniele Marinazzo
C3
Conference
2019
Information decomposition of multichannel EMG to map functional interactions in the distributed motor system
Tjeerd W. Boonstra
Luca Faes
Jennifer N. Kerkman
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2019
Mapping attention during gameplay : assessment of behavioral and ERP markers in an auditory oddball task
Elena Patricia Nunez Castellar
Jan-Niklas Antons
Daniele Marinazzo
Jan Van Looy
A1
Journal Article
in
PSYCHOPHYSIOLOGY
2019
Modulation of the spontaneous hemodynamic response function across levels of consciousness
Guo-Rong Wu
Carol Di Perri
Vanessa Charland-Verville
Charlotte Martial
Manon Carrière
Audrey Vanhaudenhuyse
Steven Laureys
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2019
Multiscale information decomposition dissects control mechanisms of heart rate variability at rest and during physiological stress
Jana Krohova
Luca Faes
Barbora Czippelova
Zuzana Turianikova
Nikoleta Mazgutova
Riccardo Pernice
Alessandro Busacca
Daniele Marinazzo
Sebastiano Stramaglia
Michal Javorka
A1
Journal Article
in
ENTROPY
2019
Personalized models of brain structure, function and cognition for brain tumor treatment
Hannelore Aerts
Daniele Marinazzo
Karen Caeyenberghs
Dissertation
2019
Quantifying the effect of demixing approaches on directed connectivity estimated between reconstructed EEG sources
Alessandra Anzolin
Paolo Presti
Frederik Van de Steen
Laura Astolfi
Stefan Haufe
Daniele Marinazzo
A1
Journal Article
in
BRAIN TOPOGRAPHY
2019
Synergy as a warning sign of transitions : the case of the two-dimensional Ising model
Daniele Marinazzo
L. Angelini
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2019
The interplay between emotion regulation, emotional well‐being, and cognitive functioning in brain tumor patients and their caregivers : an exploratory study
Hannelore Aerts
Tineke Van Vrekhem
Lara Stas
Daniele Marinazzo
A1
Journal Article
in
PSYCHO-ONCOLOGY
2019
2018
Dilution of ferromagnets via a random graph-based strategy
Marco Alberto Javarone
Daniele Marinazzo
A1
Journal Article
in
COMPLEXITY
2018
Directed dynamical connectivity : methodological advancement and application to the motivated brain
Frederik Van de Steen
Daniele Marinazzo
Ruth Krebs
Dissertation
2018
Do not disturb : psychophysiological correlates of boredom, flow and frustration during VR gaming
Klaas Bombeke
Aranka van Dongen
Wouter Durnez
Alessandra Anzolin
Hannes Almgren
Anissa All
Jan Van Looy
Lieven De Marez
Daniele Marinazzo
Elena Patricia Nunez Castellar
C1
Conference
2018
Functional connectivity hubs and thalamic hemodynamics in rolandic epilepsy
Caroline Garcia Forlim
Roma Siugzdaite
Yang Yu
Ye-Lei Tang
Wei Liao
Daniele Marinazzo
C1
Conference
2018
Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity
Rangaprakash Deshpande
Guo-Rong Wu
Daniele Marinazzo
Xiaoping Hu
Gopikrishna Deshpande
A1
Journal Article
in
MAGNETIC RESONANCE IN MEDICINE
2018
Modeling brain dynamics in brain tumor patients using the virtual brain
Hannelore Aerts
Michael Schirner
Ben Jeurissen
Dirk Van Roost
Eric Achten
Petra Ritter
Daniele Marinazzo
A1
Journal Article
in
ENEURO
2018
Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns
Carol Di Perri
Enrico Amico
Lizette Heine
Jitka Annen
Charlotte Martial
Stephen K. Larroque
Andrea Soddu
Daniele Marinazzo
Steven Laureys
A1
Journal Article
in
HUMAN BRAIN MAPPING
2018
Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner
D. Rangaprakash
Guo-Rong Wu
Daniele Marinazzo
Xiaoping Hu
Gopikrishna Deshpande
A2
Journal Article
in
DATA IN BRIEF
2018
Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data
Javier Rasero
Hannelore Aerts
Marlis Ontivero Ortega
Jesus M. Cortes
Sebastiano Stramaglia
Daniele Marinazzo
A1
Journal Article
in
PLOS ONE
2018
Variability and reliability of effective connectivity within the core default mode network : a multi-site longitudinal spectral DCM study
Hannes Almgren
Frederik Van de Steen
Simone Kühn
Adeel Razi
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2018
2017
Consensus clustering approach to group brain connectivity matrices
Javier Rasero
Mario Pellicoro
Leonardo Angelini
Jesus M Cortes
Daniele Marinazzo
Sebastiano Stramaglia
A2
Journal Article
in
NETWORK NEUROSCIENCE
2017
Dynamic causal modelling of seizure activity in a rat model
Margarita Papadopoulou
Gerald Cooray
Richard Rosch
Rosalyn Moran
Daniele Marinazzo
Karl Friston
A1
Journal Article
in
NEUROIMAGE
2017
Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population
Ibai Diez
David Drijkoningen
Sebastiano Stramaglia
Paolo Bonifazi
Daniele Marinazzo
Jolien Gooijers
Stephan P Swinnen
Jesus M Cortes
A2
Journal Article
in
NETWORK NEUROSCIENCE
2017
Evolutionary dynamics of group formation
Marco Alberto Javarone
Daniele Marinazzo
A1
Journal Article
in
PLOS ONE
2017
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
Enrico Amico
Hannelore Aerts
J. M. Cortés
S. Laureys
Daniele Marinazzo
A1
Journal Article
in
CHAOS
2017
Mapping the functional connectome traits of levels of consciousness
Enrico Amico
Daniele Marinazzo
Carol Di Perri
Lizette Heine
Jitka Annen
Charlotte Martial
Mario Dzemidzic
Murielle Kirsch
Vincent Bonhomme
Steven Laureys
et al.
A1
Journal Article
in
NEUROIMAGE
2017
Modeling global brain dynamics in brain tumor patients using The Virtual Brain
Hannelore Aerts
Daniele Marinazzo
C3
Conference
2017
Modeling global brain dynamics in brain tumor patients using The Virtual Brain
Hannelore Aerts
Daniele Marinazzo
C3
Conference
2017
Modeling global brain dynamics in brain tumor patients using The Virtual Brain
Hannelore Aerts
Daniele Marinazzo
C3
Conference
2017
Multiscale Granger causality analysis by à trous wavelet transform
Sebastiano Stramaglia
Iege Bassez
Luca Faes
Daniele Marinazzo
P1
Conference
2017
Multiscale granger causality
Luca Faes
Giandomenico Nollo
Sebastiano Stramaglia
Daniele Marinazzo
A1
Journal Article
in
PHYSICAL REVIEW E
2017
Multiscale information decomposition : exact computation for multivariate gaussian processes
Luca Faes
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
ENTROPY
2017
New (spectral) dynamic causal modeling scheme improves effective connectivity estimation within resting state networks in longitudinal data
Hannes Almgren
Frederik Van de Steen
Adeel Razi
Daniele Marinazzo
C3
Conference
2017
On the interpretability and computational reliability of frequency-domain Granger causality
Luca Faes
Sebastiano Stramaglia
Daniele Marinazzo
A2
Journal Article
in
F1000RESEARCH
2017
Tracking dynamic interactions between structural and functional connectivity : a TMS/EEG-dMRI study
Enrico Amico
Olivier Bodart
Mario Rosanova
Olivia Gosseries
Lizette Heine
Pieter Van Mierlo
Charlotte Martial
Marcello Massimini
Daniele Marinazzo
Steven Laureys
A1
Journal Article
in
BRAIN CONNECTIVITY
2017
Visibility graphs for fMRI data : multiplex temporal graphs and their modulations across resting-state networks
Speranza Sannino
Sebastiano Stramaglia
Lucas Lacasa
Daniele Marinazzo
A2
Journal Article
in
NETWORK NEUROSCIENCE
2017
Within and between subject variability of effective connectivity in (small) resting state networks: A spectral dynamic causal modeling study
Hannes Almgren
Frederik Van de Steen
Simone Kühn
Adeel Razi
Daniele Marinazzo
C3
Conference
2017
2016
Accelerated HF-rTMS protocol has a rate-dependent effect on dACC activation in alcohol-dependent patients: an open-label feasibility study
Sarah C Herremans
Rudi De Raedt
Peter Van Schuerbeek
Daniele Marinazzo
Frieda Matthys
Johan De Mey
Chris Baeken
A1
Journal Article
in
ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH
2016
An information-theoretic framework to map the spatio-temporal dynamics of the scalp electroencephalogram
Luca Faes
Daniele Marinazzo
Giandomenico Nollo
Alberto Porta
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2016
Brain networks under attack : robustness properties and the impact of lesions
Hannelore Aerts
Wim Fias
Karen Caeyenberghs
Daniele Marinazzo
A1
Journal Article
in
BRAIN
2016
Information transfer in complex networks : challenges and new perspectives
Alessandro Montalto
Daniele Marinazzo
Luca Faes
Dissertation
2016
Methods and models for brain connectivity assessment across levels of consciousness
Enrico Amico
Steven Laureys
Daniele Marinazzo
Dissertation
2016
Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
Hannelore Aerts
Daniele Marinazzo
C3
Conference
2016
Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
Hannelore Aerts
Daniele Marinazzo
C3
Conference
2016
Predictability decomposition detects the impairment of brain–heart dynamical networks during sleep disorders and their recovery with treatment
Luca Faes
Daniele Marinazzo
Sebastiano Stramaglia
Fabrice Jurysta
Alberto Porta
Giandomenico Nollo
A1
Journal Article
in
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
2016
Sensitivity of the resting-state haemodynamic response function estimation to autonomic nervous system fluctuations
Guorong Wu
Daniele Marinazzo
A1
Journal Article
in
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
2016
Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
Sebastiano Stramaglia
Leonardo Angelini
Guorong Wu
Jesus Cortes
Luca Faes
Daniele Marinazzo
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2016
Vagus nerve stimulation applied with a rapid cycle has more profound influence on hippocampal electrophysiology than a standard cycle
Lars Emil Larsen
Wytse Wadman
Daniele Marinazzo
Pieter van Mierlo
Jean Delbeke
Sofie Daelemans
Mathieu Sprengers
Lisa Thyrion
Wouter Van Lysebettens
Evelien Carrette
et al.
A1
Journal Article
in
NEUROTHERAPEUTICS
2016
2015
Cardiorespiratory information dynamics during mental arithmetic and sustained attention
Devy Widjaja
Alessandro Montalto
Elke Vlemincx
Daniele Marinazzo
Sabine Van Huffel
Luca Faes
A1
Journal Article
in
PLOS ONE
2015
Dynamics and network structure in neuroimaging data
Margarita Papadopoulou
Daniele Marinazzo
Karl J Friston
Dissertation
2015
Estimating the decomposition of predictive information in multivariate systems
Luca Faes
Dimitris Kugiumtzis
Giandomenico Nollo
Fabrice Jurysta
Daniele Marinazzo
A1
Journal Article
in
PHYSICAL REVIEW E
2015
Functional connectivity density and balance in young patients with traumatic axonal injury
Karen Caeyenberghs
Roma Siugzdaite
David Drijkoningen
Daniele Marinazzo
Stephan P Swinnen
A2
Journal Article
in
BRAIN CONNECTIVITY
2015
Functional connectivity of EEG signals under laser stimulation in migraine
Marina de Tommaso
Gabriele Trotta
Eleonora Vecchio
Katia Ricci
Frederik Van de Steen
Anna Montemurno
Marta Lorenzo
Daniele Marinazzo
Roberto Bellotti
Sebastiano Stramaglia
A1
Journal Article
in
FRONTIERS IN HUMAN NEUROSCIENCE
2015
Identification of redundant and synergetic circuits in triplets of electrophysiological data
Asier Erramuzpe
Guillermo J Ortega
Jesus Pastor
Rafael de Sola
Daniele Marinazzo
Sebastiano Stramaglia
Jesus M Cortes
A1
Journal Article
in
JOURNAL OF NEURAL ENGINEERING
2015
Information flow between resting-state networks
Ibai Diez
Asier Erramuzpe
Iñaki Escudero
Beatriz Mateos
Alberto Cabrera
Daniele Marinazzo
Ernesto Sanz Arigita
Sebastiano Stramaglia
Jesus Cortes
A2
Journal Article
in
BRAIN CONNECTIVITY
2015
Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
Carolin Varon
Alessandro Montalto
Katrien Jansen
Lieven Lagae
Daniele Marinazzo
Luca Faes
Sabine Van Huffel
A1
Journal Article
in
PHYSIOLOGICAL MEASUREMENT
2015
Investigating dynamical information transfer in the brain following a TMS pulse: insights from structural architecture
Enrico Amico
Pieter van Mierlo
Daniele Marinazzo
Steven Laureys
P1
Conference
2015
Lagged and instantaneous dynamical influences related to brain structural connectivity
Carmen Alonso
Ibai Diez
Lakhdar Remaki
Iñaki Escudero
Beatriz Mateos
Yves Rosseel
Daniele Marinazzo
Sebastiano Stramaglia
Jesus Cortes
A1
Journal Article
in
FRONTIERS IN PSYCHOLOGY
2015
Lesion to Hippocampus changes resting state functional connectivity in rat brain reflecting structural damage
Roma Siugzdaite
Benedicte Descamps
Nathalie Van Den Berge
Guorong Wu
Pieter van Mierlo
Wim Fias
Robrecht Raedt
Daniele Marinazzo
C3
Conference
2015
Linear and non-linear brain-heart and brain-brain interactions during sleep
Luca Faes
Daniele Marinazzo
Fabrice Jurysta
Giandomenico Nollo
A1
Journal Article
in
PHYSIOLOGICAL MEASUREMENT
2015
Modeling brain activity in brain tumor patients and healthy controls: a proof-of-concept study
Hannelore Aerts
Dirk Van Roost
Karen Caeyenberghs
Wim Fias
Eric Achten
Daniele Marinazzo
C3
Conference
2015
Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality
Alessandro Montalto
Sebastiano Stramaglia
Luca Faes
Giovanni Tessitore
Roberto Prevete
Daniele Marinazzo
A1
Journal Article
in
NEURAL NETWORKS
2015
Point-process deconvolution of fMRI BOLD signal reveals effective connectivity alterations in chronic pain patients
Guorong Wu
Daniele Marinazzo
A1
Journal Article
in
BRAIN TOPOGRAPHY
2015
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 Pijnenburg
Simon Brumagne
Karen Caeyenberghs
Lotte Janssens
Nina Goossens
Daniele Marinazzo
Stephan Swinnen
Kurt Claeys
Roma Siugzdaite
A2
Journal Article
in
BRAIN CONNECTIVITY
2015
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 Pijnenburg
Simon Brumagne
Karen Caeyenberghs
Lotte Janssens
Nina Goossens
Daniele Marinazzo
Stephan P. Swinnen
Kurt Claeys
Roma Siugzdaite
A2
Journal Article
in
BRAIN CONNECTIVITY
2015
Retrieving the hemodynamic response function in resting state fMRI: methodology and application
Guorong Wu
Gopikrishna Deshpande
Steven Laureys
Daniele Marinazzo
P1
Conference
2015
Statistical approaches for resting state fMRI data analysis
Guorong Wu
Daniele Marinazzo
Dissertation
2015
Synergy, redundancy and unnormalized Granger causality
Sebastiano Stramaglia
Leonardo Angelini
Jesus Cortes
Daniele Marinazzo
P1
Conference
2015
The challenge of successive dynamic causal models
Hannes Almgren
Frederik Van de Steen
Roma Siugzdaite
Daniele Marinazzo
C3
Conference
2015
The impact of accelerated HF-rTMS on the subgenual anterior cingulate cortex in refractory unipolar major depression: insights from 18FDG PET brain imaging
Chris Baeken
Daniele Marinazzo
Hendrik Everaert
Guo-Rong Wu
Christian Vanhove
Kurt Audenaert
Ingeborg Goethals
Filip De Vos
Kathelijne Peremans
Rudi De Raedt
A1
Journal Article
in
BRAIN STIMULATION
2015
Tracking slow modulations in synaptic gain using dynamic causal modelling : validation in epilepsy
Margarita Papadopoulou
Marco Leite
Pieter van Mierlo
Kristl Vonck
Louis Lemieux
Karl Friston
Daniele Marinazzo
A1
Journal Article
in
NEUROIMAGE
2015
2014
Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity
Chris Baeken
Daniele Marinazzo
Guorong Wu
Peter Van Schuerbeek
Johan De Mey
Igor Marchetti
Marie-Anne Vanderhasselt
Jonathan Remue
Robert Luypaert
Rudi De Raedt
A1
Journal Article
in
WORLD JOURNAL OF BIOLOGICAL PSYCHIATRY
2014
Altered processing of sensory stimuli in patients with migraine
Marina de Tommaso
Anna Ambrosini
Filippo Brighina
Gianluca Coppola
Armando Perrotta
Francesco Pierelli
Giorgio Sandrini
Massimiliano Valeriani
Daniele Marinazzo
Sebastiano Stramaglia
et al.
A1
Journal Article
in
NATURE REVIEWS NEUROLOGY
2014
COMT Val(158)Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females
Chris Baeken
Daniele Marinazzo
Stephan Claes
Guorong Wu
Peter Van Schuerbeek
Johan De Mey
Robert Luypaert
Rudi De Raedt
A1
Journal Article
in
FRONTIERS IN HUMAN NEUROSCIENCE
2014
Directed information transfer in scalp electroencephalographic recordings : insights on disorders of consciousness
Daniele Marinazzo
Olivia Gosseries
Mélanie Boly
Didier Ledoux
Mario Rosanova
Marcello Massimini
Quentin Noirhomme
Steven Laureys
A1
Journal Article
in
CLINICAL EEG AND NEUROSCIENCE
2014
Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics
Jesus Cortes
Daniele Marinazzo
Miguel Angel Muñoz
Editorial material
2014
Functional brain connectivity from EEG in epilepsy: seizure prediction and epileptogenic focus localization.
Pieter van Mierlo
Margarita Papadopoulou
Evelien Carrette
Paul Boon
Stefaan Vandenberghe
Kristl Vonck
Daniele Marinazzo
A1
Journal Article
in
PROGRESS IN NEUROBIOLOGY
2014
Information dynamics in cardiorespiratory analyses: application to controlled breathing
Dewy Widjaja
Luca Faes
Alessandro Montalto
Ilse Van Diest
Daniele Marinazzo
Sabine Van Huffel
P1
Conference
2014
Information dynamics of brain–heart physiological networks during sleep
Luca Faes
Giandomenico Nollo
Fabrice Jurysta
Daniele Marinazzo
A1
Journal Article
in
NEW JOURNAL OF PHYSICS
2014
Information transfer and criticality in the Ising model on the human connectome
Daniele Marinazzo
Mario Pellicoro
Guorong Wu
Leonardo Angelini
Jesus Cortes
Sebastiano Stramaglia
A1
Journal Article
in
PLOS ONE
2014
Information transfer in the brain : insights from a unified approach
Daniele Marinazzo
Guorong Wu
Mario Pellicoro
Sebastiano Stramaglia
Bookchapter
in
Directed information measures in neuroscience
2014
Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer
Luca Faes
Daniele Marinazzo
Alessandro Montalto
Giandomenico Nollo
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2014
Left and right amygdala : mediofrontal cortical functional connectivity is differentially modulated by harm avoidance
Chris Baeken
Daniele Marinazzo
Peter Van Schuerbeek
Guorong Wu
Johan De Mey
Robert Luypaert
Rudi De Raedt
A1
Journal Article
in
PLOS ONE
2014
Lesion to left hippocampus changes functional connectivity according to changes in structure
Roma Siugzdaite
Benedicte Descamps
Nathalie Van Den Berge
Pieter van Mierlo
G Wu
Wim Fias
Robrecht Raedt
Daniele Marinazzo
C3
Conference
2014
MuTE: A MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy
Alessandro Montalto
Luca Faes
Daniele Marinazzo
A1
Journal Article
in
PLOS ONE
2014
MuTE: a new matlab toolbox for estimating the multivariate transfer entropy in physiological variability series
Alessandro Montalto
Luca Faes
Daniele Marinazzo
P1
Conference
2014
Nonlinear parametric granger causality in dynamical networks
Daniele Marinazzo
Wei Liao
Mario Pellicoro
Sebastiano Stramaglia
Bookchapter
in
Methods in brain connectivity inference through multivariate time series analysis
2014
Posterior cingulate cortex-related co-activation patterns: a resting state fMRI study in propofol-induced loss of consciousness
Enrico Amico
Francisco Gomez
Carol Di Perri
Audrey Vanhaudenhuyse
Damien Lesenfants
Pierre Boveroux
Vincent Bonhomme
Jean-Francois Brichant
Daniele Marinazzo
Steven Laureys
A1
Journal Article
in
PLOS ONE
2014
Synergy and redundancy in the Granger causal analysis of dynamical networks
Sebastiano Stramaglia
Jesus Cortes
Daniele Marinazzo
A1
Journal Article
in
NEW JOURNAL OF PHYSICS
2014
The touch and zap method for in vivo whole-cell patch recording of intrinsic and visual responses of cortical neurons and Glial cells
Adrien Schramm
Daniele Marinazzo
Thomas Gener
Lyle Graham
A1
Journal Article
in
PLOS ONE
2014
2013
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data
Guorong Wu
Wei Liao
Sebastiano Stramaglia
Jurong Ding
Huafu Chen
Daniele Marinazzo
A1
Journal Article
in
MEDICAL IMAGE ANALYSIS
2013
Comparing model-free and model-based transfer entropy estimators in cardiovascular variability
Alessandro Montalto
Daniele Marinazzo
Dimitris Kugiumtzis
Giandomenico Nollo
Luca Faes
P1
Conference
2013
Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura
Marina De Tommaso
Sebastiano Stramaglia
Daniele Marinazzo
Gabriele Trotta
Mario Pellicoro
A1
Journal Article
in
CEPHALALGIA
2013
Identification of informative subgraphs in brain networks
Daniele Marinazzo
Guorong Wu
Mario Pellicoro
Sebastiano Stramaglia
P1
Conference
2013
Mapping the voxel-wise effective connectome in resting state fMRI
Guorong Wu
Sebastiano Stramaglia
Huafu Chen
Wei Liao
Daniele Marinazzo
A1
Journal Article
in
PLOS ONE
2013
Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality
Guorong Wu
Wei Liao
Huafu Chen
Sebastiano Stramaglia
Daniele Marinazzo
A2
Journal Article
in
BRAIN CONNECTIVITY
2013
2012
Brain mapping of an epileptic brain using EEG functional and effective connectivity
Margarita Papadopoulou
Marco Leite
Alfred Meurs
Evelien Carrette
Robrecht Raedt
Kristl Vonck
Paul Boon
Daniele Marinazzo
C3
Conference
2012
Causal information approach to partial conditioning in multivariate data sets
Daniele Marinazzo
Mario Pellicoro
Sebastiano Stramaglia
A1
Journal Article
in
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE
2012
Decomposition of the transfer entropy: partial conditioning and informative clustering
Guorong Wu
Sebastiano Stramaglia
Daniele Marinazzo
C1
Conference
2012
Effective brain connectivity during sleep
Daniele Marinazzo
Jean-Pol Lanquart
Paul Linkowski
Fabrice Jurysta
C3
Conference
2012
Expanding the transfer entropy to identify information circuits in complex systems
Sebastiano Stramaglia
Guorong Wu
Mario Pellicoro
Daniele Marinazzo
A1
Journal Article
in
PHYSICAL REVIEW E
2012
Functional and effective connectivity in healthy human EEG across sleep stages
Fabrice Jurysta
Daniele Marinazzo
Paul Linkowski
C3
Conference
2012
Functional brain connectivity across sleep stages and sleep EEG frequencies
Fabrice Jurysta
Jean-Pol Lanquart
Paul Linkowski
Daniele Marinazzo
C3
Conference
2012
How lesions change resting state functional connectivity in rat brain
Roma Siugzdaite
Guorong Wu
Pieter van Mierlo
Benedicte Descamps
Robrecht Raedt
Daniele Marinazzo
C3
Conference
2012
Identification of informative subgraphs in complex systems
Sebastiano Stramaglia
Mario Pellicoro
Guorong Wu
Daniele Marinazzo
C1
Conference
2012
Information flow in networks and the law of diminishing marginal returns : evidence from modeling and human electroencephalographic recordings
Daniele Marinazzo
Guorong Wu
Mario Pellicoro
Leonardo Angelini
Sebastiano Stramaglia
A1
Journal Article
in
PLOS ONE
2012
Information flow in networks and the law of diminishing marginal returns: evidence in human EEG recordings across cognitive and physiological states
Daniele Marinazzo
Guorong Wu
Mario Pellicoro
Marina De Tommaso
Sebastiano Stramaglia
C3
Conference
2012
Information flow processing in migraine with aura: a study of effective connectivity in the EEG beta band during intermittent photic stimulation
Marina De Tommaso
Gabriele Trotta
Daniele Marinazzo
Sebastiano Stramaglia
C3
Conference
2012
Mapping the epileptic brain with EEG dynamical connectivity: established methods and novel approaches
Margarita Papadopoulou
Kristl Vonck
Paul Boon
Daniele Marinazzo
A1
Journal Article
in
EUROPEAN PHYSICAL JOURNAL PLUS
2012
The effect of neural adaptation on population coding accuracy
Jesus M Cortes
Daniele Marinazzo
Peggy Series
Mike W Oram
Terry J Sejnowski
Mark CW Van Rossum
A1
Journal Article
in
JOURNAL OF COMPUTATIONAL NEUROSCIENCE
2012
The influence of intensive HF-rTMS treatment on functional connectivity in treatment-resistant unipolar depression
Guorong Wu
Daniele Marinazzo
Rudi De Raedt
Chris Baeken
C3
Conference
2012
2011
Multiscale causal connectivity analysis by canonical correlation: theory and application to epileptic brain
GuoRong Wu
Fuyong Chen
Dezhi Kang
Hiangyang Zang
Daniele Marinazzo
Huafu Chen
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2011
Nonlinear connectivity by Granger causality
Daniele Marinazzo
Wei Liao
Huafu Chen
Sebastiano Stramaglia
A1
Journal Article
in
NEUROIMAGE
2011
Small-world directed networks in the human brain : multivariate granger causality analysis of resting-state fMRI
Wei Liao
Daniele Marinazzo
Jurong Ding
Qiang Xu
Zhengge Wang
Cuiping Yuan
Zhiqiang Zhang
Guangming Lu
Huafo Chen
A1
Journal Article
in
NEUROIMAGE
2011
2008
Kernel method for nonlinear Granger causality
Daniele Marinazzo
Mario Pellicoro
Sebastiano Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW LETTERS
2008
Kernel-Granger causality and the analysis of dynamical networks
Daniele Marinazzo
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2008
Semi-supervised learning by search of optimal target vector
Leonardo Angelini
Daniele Marinazzo
Mario Pellicoro
Sebastiano Stramaglia
A1
Journal Article
in
PATTERN RECOGNITION LETTERS
2008
2007
Effects of levetiracetam vs topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine
Marina de Tommaso
Daniele Marinazzo
Luigi Nitti
Mario Pellicoro
Marco Guido
Claudia Serpino
Sebastiano Stramaglia
A1
Journal Article
in
CLINICAL NEUROPHYSIOLOGY
2007
Identification of network modules by optimization of ratio association
L. Angelini
S. Boccaletti
Daniele Marinazzo
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
CHAOS
2007
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses
Daniele Marinazzo
Hilbert J. Kappen
Stan C. A. M. Gielen
A1
Journal Article
in
NEURAL COMPUTATION
2007
Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series
Leonardo Angelini
Roberto Maestri
Daniele Marinazzo
Luigi Nitti
Mario Pellicoro
Gian Domenico Pinna
Sebastiano Stramaglia
Salvatore A. Tupputi
A1
Journal Article
in
ARTIFICIAL INTELLIGENCE IN MEDICINE
2007
Natural clustering : the modularity approach
L. Angelini
Daniele Marinazzo
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT
2007
Phase diagram of a generalized Winfree model
F. Giannuzzi
Daniele Marinazzo
G. Nardulli
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2007
2006
Kernel method for clustering based on optimal target vector
Leonardo Angelini
Daniele Marinazzo
Mario Pellicoro
Sebastiano Stramaglia
A1
Journal Article
in
PHYSICS LETTERS A
2006
Measuring randomness by leave-one-out prediction error : analysis of EEG after painful stimulation
N. Ancona
L. Angelini
M. De Tommaso
Daniele Marinazzo
L. Nitti
M. Pellicoro
S. Stramaglia
A1
Journal Article
in
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
2006
Nonlinear parametric model for Granger causality of time series
Daniele Marinazzo
Mario Pellicoro
Sebastiano Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2006
2005
Leave-one-out prediction error of systolic arterial pressure time series under paced breathing
N. Ancona
R. Maestri
Daniele Marinazzo
L. Nitti
M. Pellicoro
G. D. Pinna
S. Stramaglia
A1
Journal Article
in
PHYSIOLOGICAL MEASUREMENT
2005
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
Daniele Marinazzo
S. Stramaglia
A1
Journal Article
in
CLINICAL NEUROPHYSIOLOGY
2005
Visually evoked phase synchronization changes of alpha rhythm in migraine : correlations with clinical features
Marina de Tommaso
Daniele Marinazzo
Marco Guido
Giuseppe Libro
Sebastiano Stramaglia
Luigi Nitti
Gianluca Lattanzi
Leonardo Angelini
Marco Pellicoro
A1
Journal Article
in
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
2005
2004
Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation
L. Angelini
G. Lattanzi
R. Maestri
Daniele Marinazzo
G. Nardulli
L. Nitti
M. Pellicoro
G. D. Pinna
S. Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2004
Radial basis function approach to nonlinear Granger causality of time series
Nicola Ancona
Daniele Marinazzo
Sebastiano Stramaglia
A1
Journal Article
in
PHYSICAL REVIEW E
2004
Steady-state visual evoked potentials and phase synchronization in migraine patients
L. Angelini
M. D. Tommaso
M. Guido
K. Hu
P. C. Ivanov
Daniele Marinazzo
G. Nardulli
L. Nitti
M. Pellicoro
C. Pierro
et al.
A1
Journal Article
in
PHYSICAL REVIEW LETTERS
2004