Andrea I. Luppi

According to our database, Andrea I. Luppi authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Brain-like Synergistic Core in LLMs Drives Behaviour and Learning.

Pedro Urbina-Rodriguez, Zafeirios Fountas, Fernando E. Rosas, Jun Wang, Andrea I. Luppi, Haitham Bou-Ammar, Murray Shanahan, Pedro A. M. Mediano

CoRR, January, 2026

Evolving reservoir computers reveal bidirectional coupling between predictive power and emergent dynamics.

Hanna M. Tolle, Andrea I. Luppi, Anil K. Seth, Pedro A. M. Mediano

Patterns, 2026

2024

Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics.

Fernando E. Rosas, Diego Candia-Rivera, Andrea I. Luppi, Yike Guo, Pedro A. M. Mediano

Comput. Biol. Medicine, March, 2024

Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks.

Alexandra Maria Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby, Pedro A. M. Mediano

PLoS Comput. Biol., 2024

Metastable Oscillatory Modes as a Signature of Entropy Management in the Brain.

Marta Xavier, Patrícia Figueiredo, Gustavo Deco, Andrea I. Luppi, Joana Cabral

Entropy, 2024

2023

Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.

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

Neuroinformatics, April, 2023

Reduced emergent character of neural dynamics in patients with a disrupted connectome.

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

NeuroImage, April, 2023

Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness.

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

NeuroImage, 2023

Information decomposition reveals hidden high-order contributions to temporal irreversibility.

Andrea I. Luppi, Fernando E. Rosas, Gustavo Deco, Morten L. Kringelbach, Pedro A. M. Mediano

CoRR, 2023

Quantifying synergy and redundancy in multiplex networks.

Andrea I. Luppi, Eckehard Olbrich, Conor Finn, Laura E. Suárez, Fernando E. Rosas, Pedro A. M. Mediano, Jürgen Jost

CoRR, 2023

2022

Metastability, fractal scaling, and synergistic information processing: What phase relationships reveal about intrinsic brain activity.

Fran Hancock, Joana Cabral, Andrea I. Luppi, Fernando E. Rosas, Pedro A. M. Mediano, Ottavia Dipasquale, Federico E. Turkheimer

NeuroImage, 2022

Network dynamics scale with levels of awareness.

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

NeuroImage, 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

2021

Ten simple rules for aspiring graduate students.

Andrea I. Luppi, Charlotte Coco Newton, Lynde Folsom, Elisa Galliano, Rafael Romero-Garcia

PLoS Comput. Biol., 2021

LSD alters dynamic integration and segregation in the human brain.

Andrea I. Luppi, Robin L. Carhart-Harris, Leor Roseman, Ioannis Pappas, David K. Menon, Emmanuel A. Stamatakis

NeuroImage, 2021