Andrea I. Luppi

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Brain-like Synergistic Core in LLMs Drives Behaviour and Learning.
CoRR
Pedro Urbina-Rodriguez, Zafeirios Fountas, Fernando E. Rosas, Jun Wang, Andrea I. Luppi, Haitham Bou-Ammar, Murray Shanahan, Pedro A. M. Mediano
2026 J jnl
Evolving reservoir computers reveal bidirectional coupling between predictive power and emergent dynamics.
Patterns
Hanna M. Tolle, Andrea I. Luppi, Anil K. Seth, Pedro A. M. Mediano
2024 J jnl
Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics.
Comput. Biol. Medicine
Fernando E. Rosas, Diego Candia-Rivera, Andrea I. Luppi, Yike Guo, Pedro A. M. Mediano
2024 J jnl
Metastable Oscillatory Modes as a Signature of Entropy Management in the Brain.
Entropy
Marta Xavier, Patrícia Figueiredo, Gustavo Deco, Andrea I. Luppi, Joana Cabral
2024 J jnl
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks.
PLoS Comput. Biol.
Alexandra Maria Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby, Pedro A. M. Mediano
2023 J jnl
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.
Neuroinformatics
Nicholas John Simos, Katina Manolitsi, Andrea I. Luppi, Antonios Kagialis, Marios Antonakakis, Michalis E. Zervakis, Despina Antypa, Eleftherios Kavroulakis, Thomas G. Maris, Antonios Vakis, Emmanuel A. Stamatakis, Efrosini Papadaki
2023 J jnl
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness.
NeuroImage
Andrea I. Luppi, Joana Cabral, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Abid Y. Qureshi, Amy Kuceyeski, Enzo Tagliazucchi, Federico Raimondo, Gustavo Deco, James M. Shine, Morten L. Kringelbach, Patricio Orio, ShiNung Ching, Yonatan Sanz Perl, Michael N. Diringer, Robert D. Stevens, Jacobo Diego Sitt
2023 J jnl
Information decomposition reveals hidden high-order contributions to temporal irreversibility.
CoRR
Andrea I. Luppi, Fernando E. Rosas, Gustavo Deco, Morten L. Kringelbach, Pedro A. M. Mediano
2023 J jnl
Quantifying synergy and redundancy in multiplex networks.
CoRR
Andrea I. Luppi, Eckehard Olbrich, Conor Finn, Laura E. Suárez, Fernando E. Rosas, Pedro A. M. Mediano, Jürgen Jost
2023 J jnl
Reduced emergent character of neural dynamics in patients with a disrupted connectome.
NeuroImage
Andrea I. Luppi, Pedro A. M. Mediano, Fernando E. Rosas, Judith Allanson, John D. Pickard, Guy B. Williams, Michael M. Craig, Paola Finoia, Alexander R. D. Peattie, Peter Coppola, David K. Menon, Daniel Bor, Emmanuel A. Stamatakis
2022 J jnl
Disentangling high-order mechanisms and high-order behaviours in complex systems.
CoRR
Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Thomas F. Varley, Joseph T. Lizier, Sebastiano Stramaglia, Henrik J. Jensen, Daniele Marinazzo
2022 J jnl
Metastability, fractal scaling, and synergistic information processing: What phase relationships reveal about intrinsic brain activity.
NeuroImage
Fran Hancock, Joana Cabral, Andrea I. Luppi, Fernando E. Rosas, Pedro A. M. Mediano, Ottavia Dipasquale, Federico E. Turkheimer
2022 J jnl
Network dynamics scale with levels of awareness.
NeuroImage
Peter Coppola, Lennart R. B. Spindler, Andrea I. Luppi, Ram Adapa, Lorina Naci, Judith Allanson, Paola Finoia, Guy B. Williams, John D. Pickard, Adrian M. Owen, David K. Menon, Emmanuel A. Stamatakis
2022 J jnl
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks.
CoRR
Alexandra Maria Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby, Pedro A. M. Mediano
2021 J jnl
LSD alters dynamic integration and segregation in the human brain.
NeuroImage
Andrea I. Luppi, Robin L. Carhart-Harris, Leor Roseman, Ioannis Pappas, David K. Menon, Emmanuel A. Stamatakis
2021 J jnl
Ten simple rules for aspiring graduate students.
PLoS Comput. Biol.
Andrea I. Luppi, Charlotte Coco Newton, Lynde Folsom, Elisa Galliano, Rafael Romero-Garcia