Nonlinear parametric model for Granger causality of time series - Daniele Marinazzo; Mario Pellicoro; Sebastiano Stramaglia (CoRR, 2006)

Causality and communities in neural networks. - Leonardo Angelini; Daniele Marinazzo; Mario Pellicoro; Sebastiano Stramaglia (ESANN, 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 (Artif. Intell. Medicine, 2007)

Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses. - Daniele Marinazzo; Hilbert J. Kappen; Stan C. A. M. Gielen (Neural Comput., 2007)

Semi-supervised learning by search of optimal target vector. - Leonardo Angelini; Daniele Marinazzo; Mario Pellicoro; Sebastiano Stramaglia (Pattern Recognit. Lett., 2008)

Kernel Granger Causality Mapping Effective Connectivity on fMRI Data. - Wei Liao 001; Daniele Marinazzo; Zhengyong Pan; Qiyong Gong; Huafu Chen (IEEE Trans. Medical Imaging, 2009)

Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI. - Wei Liao 001; Jurong Ding; Daniele Marinazzo; Qiang Xu; Zhengge Wang; Cuiping Yuan; Zhiqiang Zhang; Guangming Lu 001; Huafu Chen (NeuroImage, 2011)

Nonlinear connectivity by Granger causality. - Daniele Marinazzo; Wei Liao 001; Huafu Chen; Sebastiano Stramaglia (NeuroImage, 2011)

Multiscale Causal Connectivity Analysis by Canonical Correlation: Theory and Application to Epileptic Brain. - Guo Rong Wu 003; Fuyong Chen; Dezhi Kang; Xiangyang Zhang; Daniele Marinazzo; Huafu Chen (IEEE Trans. Biomed. Eng., 2011)

Expanding the transfer entropy to identify information subgraphs in complex systems. - Sebastiano Stramaglia; Guo-Rong Wu 003; Mario Pellicoro; Daniele Marinazzo (EMBC, 2012)

Decomposition of the Transfer Entropy: Partial Conditioning and Informative Clustering. - Guorong Wu 003; Sebastiano Stramaglia; Daniele Marinazzo (ICONIP (1), 2012)

Causal Information Approach to Partial Conditioning in Multivariate Data Sets. - Daniele Marinazzo; Mario Pellicoro; Sebastiano Stramaglia (Comput. Math. Methods Medicine, 2012)

Information flow in a network model and the law of diminishing marginal returns - Daniele Marinazzo; Mario Pellicoro; Guo-Rong Wu 003; Leonardo Angelini; Sebastiano Stramaglia (CoRR, 2012)

The effect of neural adaptation on population coding accuracy. - Jesús M. Cortés; Daniele Marinazzo; Peggy Seriès; Mike W. Oram; Terrence J. Sejnowski; Mark C. W. van Rossum (J. Comput. Neurosci., 2012)

Information Decomposition of Short-Term Cardiovascular and Cardiorespiratory Variability. - Luca Faes; Alessandro Montalto; Giandomenico Nollo; Daniele Marinazzo (CinC, 2013)

Comparing Model-free and Model-based Transfer Entropy Estimators in Cardiovascular Variability. - Alessandro Montalto; Daniele Marinazzo; Dimitris Kugiumtzis; Giandomenico Nollo; Luca Faes (CinC, 2013)

Effective connectivity and cortical information flow under visual stimulation in migraine with aura. - Gabriele Trotta; Sebastiano Stramaglia; Mario Pellicoro; Roberto Bellotti; Daniele Marinazzo; Marina de Tommaso (IWASI, 2013)

Recovering Directed Networks in Neuroimaging Datasets Using Partially Conditioned Granger Causality. - Guo-Rong Wu 003; Wei Liao 001; Sebastiano Stramaglia; Huafu Chen; Daniele Marinazzo (Brain Connect., 2013)

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. - Guo-Rong Wu 003; Wei Liao 001; Sebastiano Stramaglia; Jurong Ding; Huafu Chen; Daniele Marinazzo (Medical Image Anal., 2013)

Information dynamics in cardiorespiratory analyses: Application to controlled breathing. - Devy Widjaja; Luca Faes; Alessandro Montalto; Ilse Van Diest; Daniele Marinazzo; Sabine Van Huffel (EMBC, 2014)

Synergy and redundancy in the Granger causal analysis of dynamical networks. - Sebastiano Stramaglia; Jesús M. Cortés; Daniele Marinazzo (CoRR, 2014)

Editorial for the research topic: information-based methods for neuroimaging: analyzing structure, function and dynamics. - Jesús M. Cortés; Daniele Marinazzo; Miguel Ángel Muñoz (Frontiers Neuroinformatics, 2014)

Lag-Specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer. - Luca Faes; Daniele Marinazzo; Alessandro Montalto; Giandomenico Nollo (IEEE Trans. Biomed. Eng., 2014)

Information-Theoretic Assessment of Cardiovascular-Brain Networks during Sleep. - Luca Faes; Daniele Marinazzo; Giandomenico Nollo (CinC, 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 (EMBC, 2015)

Synergy, redundancy and unnormalized Granger causality. - Sebastiano Stramaglia; Leonardo Angelini; Jesús M. Cortés; Daniele Marinazzo (EMBC, 2015)

Retrieving the Hemodynamic Response Function in resting state fMRI: Methodology and application. - Guo-Rong Wu 003; Gopikrishna Deshpande; Steven Laureys; Daniele Marinazzo (EMBC, 2015)

Functional Connectivity Density and Balance in Young Patients with Traumatic Axonal Injury. - Karen Caeyenberghs; Roma Siugzdaite; David Drijkoningen; Daniele Marinazzo; Stephan P. Swinnen (Brain Connect., 2015)

Information Flow Between Resting-State Networks. - Ibai Díez; Asier Erramuzpe; Iñaki Escudero; Beatriz Mateos; Alberto Cabrera; Daniele Marinazzo; Ernesto J. Sanz-Arigita; Sebastiano Stramaglia; Jesús M. Cortés Diaz (Brain Connect., 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 (Brain Connect., 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 J. Friston; Daniele Marinazzo (NeuroImage, 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 (Neural Networks, 2015)

Multiscale analysis of information dynamics for linear multivariate processes. - Luca Faes; Alessandro Montalto; Sebastiano Stramaglia; Giandomenico Nollo; Daniele Marinazzo (EMBC, 2016)

An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram. - Luca Faes; Daniele Marinazzo; Giandomenico Nollo; Alberto Porta (IEEE Trans. Biomed. Eng., 2016)

Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI. - Sebastiano Stramaglia; Leonardo Angelini; Guorong Wu 003; Jesús M. Cortés; Luca Faes; Daniele Marinazzo (IEEE Trans. Biomed. Eng., 2016)

Multiscale Granger causality analysis by à trous wavelet transform. - Sebastiano Stramaglia; Iege Bassez; Luca Faes; Daniele Marinazzo (IWASI, 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 (Brain Connect., 2017)

Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes. - Luca Faes; Daniele Marinazzo; Sebastiano Stramaglia (Entropy, 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; Muriëlle Kirsch; Vincent Bonhomme; Steven Laureys; Joaquín Goñi (NeuroImage, 2017)

Dynamic causal modelling of seizure activity in a rat model. - Margarita Papadopoulou; Gerald K. Cooray; Richard Rosch; Rosalyn J. Moran; Daniele Marinazzo; Karl J. Friston (NeuroImage, 2017)

Functional Connectivity Hubs and Thalamic Hemodynamics in Rolandic Epilepsy. - Caroline Garcia Forlim; Roma Siugzdaite; Yang Yu; Ye-Lei Tang; Wei Liao 001; Daniele Marinazzo (COMPLEX NETWORKS (2), 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 Núñez Castellar (HCI (15), 2018)

Dilution of Ferromagnets via a Random Graph-Based Strategy. - Marco Alberto Javarone; Daniele Marinazzo (Complex., 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 J. Friston; Daniele Marinazzo (NeuroImage, 2018)

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 (Entropy, 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 (NeuroImage, 2019)

Dynamic causal modelling of fluctuating connectivity in resting-state EEG. - Frederik Van de Steen; Hannes Almgren; Adeel Razi; Karl J. Friston; Daniele Marinazzo (NeuroImage, 2019)

Modulation of the spontaneous hemodynamic response function across levels of consciousness. - Guo-Rong Wu 003; Carol Di Perri; Vanessa Charland-Verville; Charlotte Martial; Manon Carrière; Audrey Vanhaudenhuyse; Steven Laureys; Daniele Marinazzo (NeuroImage, 2019)

Electrophysiological Brain Connectivity: Theory and Implementation. - Bin He 002; Laura Astolfi; Pedro A. Valdés-Sosa; Daniele Marinazzo; Satu Palva; Christian-George Bénar; Christoph M. Michel; Thomas Koenig (IEEE Trans. Biomed. Eng., 2019)

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 (EUSIPCO, 2020)

PRINCIPIA: a Decentralized Peer-Review Ecosystem. - Andrea Mambrini; Andrea Baronchelli; Michele Starnini; Daniele Marinazzo; Manlio De Domenico (CoRR, 2020)

Beyond pairwise network similarity: exploring Mediation and Suppression between networks. - Lucas Lacasa; Sebastiano Stramaglia; Daniele Marinazzo (CoRR, 2020)

Synergistic Information Transfer in the Global System of Financial Markets. - Tomas Scagliarini; Luca Faes; Daniele Marinazzo; Sebastiano Stramaglia; Rosario N. Mantegna (Entropy, 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 (NeuroImage, 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 J. Friston; Daniele Marinazzo (NeuroImage, 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 (NeuroImage, 2020)

Effective connectivity modulations related to win and loss outcomes. - Frederik Van de Steen; Ruth M. Krebs; Nigel Colenbier; Hannes Almgren; Daniele Marinazzo (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 001 (NeuroImage, 2020)

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 (IEEE Access, 2021)

Brain Modelling as a Service: The Virtual Brain on EBRAINS. - Michael Schirner; Lia Domide; Dionysios Perdikis; Paul Triebkorn; Leon Stefanovski; Roopa Pai; Paula Popa; Bogdan Valean; Jessica Palmer; Chloê Langford; André Blickensdörfer; Michiel van der Vlag; et al. (CoRR, 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 (NeuroImage, 2021)

rsHRF: A toolbox for resting-state HRF estimation and deconvolution. - Guo-Rong Wu 003; Nigel Colenbier; Sofie Van Den Bossche; Kenzo Clauw; Amogh Johri; Madhur Tandon; Daniele Marinazzo (NeuroImage, 2021)

Quantifying High-Order Interactions in Complex Physiological Networks: A Frequency-Specific Approach. - Laura Sparacino; Yuri Antonacci; Daniele Marinazzo; Sebastiano Stramaglia; Luca Faes (COMPLEX NETWORKS (1), 2022)

Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks. - Simone Valenti; Laura Sparacino; Riccardo Pernice; Daniele Marinazzo; Hannes Almgren; Albert Comelli; Luca Faes (ICIAP Workshops (1), 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 (CoRR, 2022)

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 (CoRR, 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 (CoRR, 2022)

Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance. - Kenzo Clauw; Sebastiano Stramaglia; Daniele Marinazzo (CoRR, 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; André Blickensdörfer; Michiel van der Vlag; et al. (NeuroImage, 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 (NeuroImage, 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 Barà; Laura Sparacino; Marco Sammartino; Alberto Porta; Daniele Marinazzo; Sebastiano Stramaglia (IEEE Trans. Signal Process., 2022)

Dynamic causal modelling shows a prominent role of local inhibition in alpha power modulation in higher visual cortex. - Frederik Van de Steen; Dimitris A. Pinotsis; Wouter Devos; Nigel Colenbier; Iege Bassez; Karl J. Friston; Daniele Marinazzo (PLoS Comput. Biol., 2022)

Investigating Dynamic High-Order Interactions in Physiological Networks through Predictive Information Decomposition. - Luca Faes; Gorana Mijatovic; Laura Sparacino; Yuri Antonacci; Daniele Marinazzo; Sebastiano Stramaglia (EMBC, 2023)

Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging. - Alejandro Veloz; Wael El-Deredy; Alejandro J. Weinstein; Juan Zamora; Claudio Moraga; Daniele Marinazzo (KES, 2023)

brainlife.io: A decentralized and open source cloud platform to support neuroscience research. - Soichi Hayashi; Bradley Caron; Anibal Sólon Heinsfeld; Sophia Vinci-Booher; Brent C. McPherson; Daniel N. Bullock; Giulia Berto; J. Guiomar Niso; Sandra Hanekamp; Daniel Levitas; Lindsey Kitchell; Josiah Leong; et al. (CoRR, 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 (NeuroImage, 2023)

The impact of ROI extraction method for MEG connectivity estimation: Practical recommendations for the study of resting state data. - Diandra Brkic; Sara Sommariva; Anna-Lisa Schuler; Annalisa Pascarella; Paolo Belardinelli; Silvia L. Isabella; Giovanni Di Pino; Sara Zago; Giulio Ferrazzi; Javier Rasero; Giorgio Arcara; Daniele Marinazzo; et al. (NeuroImage, 2023)

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; Daniele Marinazzo; Jonathan Nicholas; et al. (CoRR, 2024)

Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition. - Kenzo Clauw; Sebastiano Stramaglia; Daniele Marinazzo (CoRR, 2024)

Intra-V1 functional networks and classification of observed stimuli. - Marlis Ontivero-Ortega; Jorge Iglesias-Fuster; Jhoanna Perez-Hidalgo; Daniele Marinazzo; Mitchell Valdés-Sosa; Pedro A. Valdés-Sosa (Frontiers Neuroinformatics, 2024)

HOI: A Python toolbox for high-performance estimation of 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 (J. Open Source Softw., 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 (NeuroImage, 2024)

Network Representation of Higher-Order Interactions Based on Information Dynamics. - Gorana Mijatovic; Yuri Antonacci; Michal Javorka; Daniele Marinazzo; Sebastiano Stramaglia; Luca Faes (IEEE Trans. Netw. Sci. Eng., 2025)

Decomposing Multivariate Information Rates in Networks of Random Processes. - Laura Sparacino; Gorana Mijatovic; Yuri Antonacci; Leonardo Ricci; Daniele Marinazzo; Sebastiano Stramaglia; Luca Faes (CoRR, 2025)

Cognitive networks highlight differences and similarities in the STEM mindsets of human and LLM-simulated trainees, experts and academics. - Edith Haim; Lars van den Bergh; Cynthia S. Q. Siew; Yoed N. Kenett; Daniele Marinazzo; Massimo Stella (CoRR, 2025)