Ghent University Academic Bibliography

Your filters: cql: author exact 31BC56A8-F0EE-11E1-A9DE-61C894A0A6B4

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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 (UGent) and Massimo Stella

(2026) JOURNAL OF COMPLEX NETWORKS. 14(2).
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Dissociable effects of attention and prediction on visual processing : evidence from overlap‐corrected visual ERPs

Maximilien Van Migem (UGent) , Daniele Marinazzo (UGent) and Gilles Pourtois (UGent)

(2026) PSYCHOPHYSIOLOGY. 63(1).
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A hitchhiker’s guide to information theoretical measures in psychology

Niels Van Santen (UGent) , Yves Rosseel (UGent) and Daniele Marinazzo (UGent)

(2026) JOURNAL OF MATHEMATICAL PSYCHOLOGY. 128.
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Resting-state brain dynamics : insights from oscillatory activity in brain networks

Jessica Samogin, Sara Zago, Alessandro Tonin, Maura Seynaeve, Toon de Beukelaar, Camillo Porcaro, Daniele Marinazzo (UGent) , Giorgio Arcara and Dante Mantini

(2026) REVIEWS IN THE NEUROSCIENCES. 37(3). p.217-230
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Investigating the replicability of the social and behavioural sciences

Andrew H. Tyner, Anna Lou Abatayo, Mason Daley, Samuel Field, Nicholas Fox, Noah A. Haber, Krystal M. Hahn, Melissa Kline Struhl, Brinna Mawhinney, Olivia Miske, et al.

(2026) NATURE. 652(8108). p.143-150
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Appropriate null models for testing the effect of the head model on MEG functional connectivity fingerprinting

Matthias Schelfhout, Thomas Hinault, Sara Lago, Giorgio Arcara, Enrico Amico, Matteo Fraschini and Daniele Marinazzo (UGent)

(2026) BRAIN TOPOGRAPHY. 39(4).
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- Miscellaneous
With behaviors like these in complex systems, who needs mechanisms?

Daniele Marinazzo (UGent)

(2025) PHYSICS MAGAZINE. 18.
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- A2
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Temporal interaction information and laser evoked responses : preliminary results in fibromyalgia patients with small fibers pathology

Livio Clemente, Marianna La Rocca, Sebastiano Stramaglia, Daniele Marinazzo (UGent) , Raffaella Lombardi, Giuseppe Lauria and Marina de Tommaso

(2025) FRONTIERS IN NETWORK PHYSIOLOGY. 5.
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Network representation of higher-order interactions based on information dynamics

Gorana Mijatovic, Yuri Antonacci, Michal Javorka, Daniele Marinazzo (UGent) , Sebastiano Stramaglia and Luca Faes

(2025) IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING. 12(3). p.1872-1884
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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.

(2025) NATURE HUMAN BEHAVIOUR. 9(2). p.305-315
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High-order information analysis of epileptogenesis in the pilocarpine rat model of temporal lobe epilepsy

Morteza Mirjebreili, Josu Martinez de Aguirre Ibarreta, Daniele Marinazzo (UGent) and Laetitia Chauvière

(2025) ENEURO. 12(5).
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Investigating cognitive-physical task interaction during self-paced cycling : a Granger Causality study

Chiara Avancini, Daniele Marinazzo (UGent) , Daniel Sanabria, Juan José Pérez-Díaz, José-Antonio Salas-Montoro and Luis F. Ciria

(2025) PSYCHOLOGY OF SPORT AND EXERCISE. 78.
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Decomposing multivariate information rates in networks of random processes

Laura Sparacino, Gorana Mijatovic, Yuri Antonacci, Leonardo Ricci, Daniele Marinazzo (UGent) , Sebastiano Stramaglia and Luca Faes

(2025) PHYSICAL REVIEW E. 112(4).
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Assessing high-order effects in feature importance via predictability decomposition

Marlis Ontivero Ortega, Luca Faes, Jesus M. Cortes, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2025) PHYSICAL REVIEW E. 111(3).
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Partial information rate decomposition

Luca Faes, Laura Sparacino, Gorana Mijatovic, Yuri Antonacci, Leonardo Ricci, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2025) PHYSICAL REVIEW LETTERS. 135(18).
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Unveiling complex patterns : an information-theoretic approach to high-order behaviors in microarray data

Antonio Lacalamita, Alfonso Monaco, Grazia Serino, Daniele Marinazzo (UGent) , Nicola Amoroso, Loredana Bellantuono, Marianna La Rocca, Tommaso Maggipinto, Ester Pantaleo, Emanuele Piccinno, et al.

(2025) PLOS ONE. 20(11).
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Higher-order and distributed synergistic functional interactions encode information gain in goal-directed learning

Etienne Combrisson, Ruggero Basanisi, Matteo Neri, Guillaume Auzias, Giovanni Petri, Daniele Marinazzo (UGent) , Stefano Panzeri and Andrea Brovelli

(2025) NATURE COMMUNICATIONS. 16(1).
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Localizing synergies of hidden factors in complex systems : resting brain networks and hela geneexpression profile as case studies

Marlis Ontivero-Ortega, Gorana Mijatovic, Luca Faes, Fernando E. Rosas, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2025) ENTROPY. 27(8).
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Dynamic causal modeling of brain activity

Frederik Van de Steen (UGent) , Karl J. Friston, Peter Zeidman, Dimitris A. Pinotsis, Guy Nagels and Daniele Marinazzo (UGent)

(2025) fMRI techniques and protocols. In Neuromethods p.253-275
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Intra-V1 functional networks and classification of observed stimuli

Marlis Ontivero Ortega, Jorge Iglesias-Fuster, Jhoanna Perez-Hidalgo, Daniele Marinazzo (UGent) , Mitchell Valdes-Sosa and Pedro Valdes-Sosa

(2024) FRONTIERS IN NEUROINFORMATICS. 18.
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Assessing cortical excitability with electroencephalography : a pilot study with EEG-iTBS

Giovanni Pellegrino, Anna-Lisa Schuler, Zhengchen Cai, Daniele Marinazzo (UGent) , Franca Tecchio, Lorenzo Ricci, Mario Tombini, Vincenzo di Lazzaro and Giovanni Assenza

(2024) BRAIN STIMULATION. 17(2). p.176-183
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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 (UGent) and Anna-Lisa Schuler

(2024) NEUROIMAGE. 300.
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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.

(2024) NATURE METHODS. 21(5). p.809-813
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An information-theoretic approach to build hypergraphs in psychometrics

Daniele Marinazzo (UGent) , Jan van Roozendaal, Fernando E. Rosas, Massimo Stella, Renzo Comolatti, Nigel Colenbier (UGent) , Sebastiano Stramaglia and Yves Rosseel (UGent)

(2024) BEHAVIOR RESEARCH METHODS. 56(7). p.8057-8079
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Cognitive modelling of concepts in the mental lexicon with multilayer networks : insights, advancements, and future challenges

Massimo Stella, Salvatore Citraro, Giulio Rossetti, Daniele Marinazzo (UGent) , Yoed N. Kenett and Michael S. Vitevitch

(2024) PSYCHONOMIC BULLETIN & REVIEW. 31(5). p.1981-2004
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Aperiodic component of EEG power spectrum and cognitive performance are modulated by education in aging

Sonia Montemurro, Daniel Borek (UGent) , Daniele Marinazzo (UGent) , Sara Zago, Fabio Masina, Ettore Napoli, Nicola Filippini and Giorgio Arcara

(2024) SCIENTIFIC REPORTS. 14(1).
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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 (UGent) and Etienne Combrisson

(2024) JOURNAL OF OPEN SOURCE SOFTWARE. 9(103).
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Disentangling high-order effects in the transfer entropy

Sebastiano Stramaglia, Luca Faes, Jesus M. Cortes and Daniele Marinazzo (UGent)

(2024) PHYSICAL REVIEW RESEARCH. 6(3).
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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.

(2024) IMAGING NEUROSCIENCE (CAMBRIDGE, MASS.). 2.
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Gradients of O-information highlight synergy and redundancy in physiological applications

Tomas Scagliarini, Laura Sparacino, Luca Faes, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2024) FRONTIERS IN NETWORK PHYSIOLOGY. 3.
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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 (UGent) , Sebastiano Stramaglia and Luca Faes

(2024) IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY. 5. p.846-858
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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 (UGent) , Dimitris A. Pinotsis and Daniele Marinazzo (UGent)

(2023) NEURONS, BEHAVIOR, DATA ANALYSIS, AND THEORY. 6(1). p.1-22
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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.

(2023) NEUROIMAGE. 284.
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Auditory white noise exposure results in intrinsic cortical excitability changes

Anna-Lisa Schuler, Diandra Brkić, Giulio Ferrazzi, Giorgio Arcara, Daniele Marinazzo (UGent) and Giovanni Pellegrino

(2023) ISCIENCE. 26(8).
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Task matters : individual MEG signatures from naturalistic and neurophysiological brain states

Nigel Colenbier (UGent) , Ekansh Sareen, Tamara del-Aguila Puntas, Alessandra Griffa, Giovanni Pellegrino, Dante Mantini, Daniele Marinazzo (UGent) , Giorgio Arcara and Enrico Amico (UGent)

(2023) NEUROIMAGE. 271.
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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 (UGent) , Giovanni Di Pino and Giovanni Pellegrino

(2023) NEUROSCIENCE LETTERS. 804.
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Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging

Alejandro Veloz, Wael El-Deredy, Alejandro Weinstein, Juan Zamora, Claudio Moraga and Daniele Marinazzo (UGent)

(2023) PROCEDIA COMPUTER SCIENCE. 225. p.3425-3431
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Gradients of O-information : low-order descriptors of high-order dependencies

Tomas Scagliarini, Davide Nuzzi, Yuri Antonacci, Luca Faes, Fernando E. Rosas, Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2023) PHYSICAL REVIEW RESEARCH. 5(1).
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BTC_preop

Hannelore Aerts (UGent) and Daniele Marinazzo (UGent)

(2022)
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BTC_postop

Hannelore Aerts (UGent) and Daniele Marinazzo (UGent)

(2022)
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WHOCARES : WHOle-brain CArdiac signal REgression from highly accelerated simultaneous multi-Slice fMRI acquisitions

Nigel Colenbier (UGent) , Marco Marino, Giorgio Arcara, Blaise Frederick, Giovanni Pellegrino, Daniele Marinazzo (UGent) and Giulio Ferrazzi

(2022) JOURNAL OF NEURAL ENGINEERING. 19(5).
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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 (UGent) and Giovanni Pellegrino

(2022) NEUROIMAGE. 255.
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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 and Daniele Marinazzo (UGent)

(2022) NATURE PHYSICS. 18(5). p.476-477
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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.

(2022) NEUROIMAGE. 251.
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Theta-phase connectivity between medial prefrontal and posterior areas underlies novel instructions implementation

Silvia Formica, Carlos Gonzalez-Garcia (UGent) , Mehdi Senoussi (UGent) , Daniele Marinazzo (UGent) and Marcel Brass (UGent)

(2022) ENEURO. 9(4).
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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 (UGent) and Sebastiano Stramaglia

(2022) IEEE TRANSACTIONS ON SIGNAL PROCESSING. 70. p.5766-5777
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- A2
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Quantifying high-order interdependencies on individual patterns via the local O-information : theory and applications to music analysis

Tomas Scagliarini, Daniele Marinazzo (UGent) , Yike Guo, Sebastiano Stramaglia and Fernando E. Rosas

(2022) PHYSICAL REVIEW RESEARCH. 4(1).
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- Miscellaneous
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Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance

Kenzo Clauw (UGent) , Daniele Marinazzo (UGent) and Sebastiano Stramaglia

(2022)
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- Miscellaneous
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Cognitive modelling with multilayer networks : insights, advancements and future challenges

Massimo Stella, Salvatore Citraro, Giulio Rossetti, Daniele Marinazzo (UGent) , Yoed N. Kenett and Michael S. Vitevitch

(2022)
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- Miscellaneous
- open access
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 (UGent) , Dimitris A. Pinotsis and Daniele Marinazzo (UGent)

(2022)

Cognitive networks highlight differences and similarities in the STEM mindsets of human and LLM-simulated trainees, experts and academics

Dissociable effects of attention and prediction on visual processing : evidence from overlap‐corrected visual ERPs

A hitchhiker’s guide to information theoretical measures in psychology

Resting-state brain dynamics : insights from oscillatory activity in brain networks

Investigating the replicability of the social and behavioural sciences

Appropriate null models for testing the effect of the head model on MEG functional connectivity fingerprinting

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

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

Network representation of higher-order interactions based on information dynamics

Large language models surpass human experts in predicting neuroscience results

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

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

Decomposing multivariate information rates in networks of random processes

Assessing high-order effects in feature importance via predictability decomposition

Partial information rate decomposition

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

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

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

Dynamic causal modeling of brain activity

Intra-V1 functional networks and classification of observed stimuli

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

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

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

An information-theoretic approach to build hypergraphs in psychometrics

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

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

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

Disentangling high-order effects in the transfer entropy

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

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

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

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

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

Auditory white noise exposure results in intrinsic cortical excitability changes

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

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

Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging

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

BTC_preop

BTC_postop

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

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

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

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

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

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

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

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

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

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