Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Daniele Marinazzo

Faculty of Psychology and Educational Sciences > Department of Data-analysis

ORCID iD: 0000-0002-9803-0122

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- Journal Article
- open access
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.

(2024) Nature Human Behaviour.
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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 (UGent) and Etienne Combrisson

(2024) Journal of Open Source Software. 9(103).
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- A1
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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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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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- Journal Article
- A2
- open access
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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- A1
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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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- A1
- open access
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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- A2
- open access
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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- A2
- open access
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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- A1
- open access
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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