Fernando E. Rosas

45 papers B 1Journal 42Unranked 2

Year	Rank	Type	Title / 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`	Hide and Seek in Embedding Space: Geometry-based Steganography and Detection in Large Language Models. CoRR Charles Westphal, Keivan Navaie, Fernando E. Rosas
2026	J	`jnl`	Towards Worst-Case Guarantees with Scale-Aware Interpretability. CoRR Lauren Greenspan, David S. Berman, Aryeh Brill, Ro Jefferson, Artemy Kolchinsky, Jennifer Lin, Andrew Mack, Anindita Maiti, Fernando E. Rosas, Alexander G. Stapleton, Lucas Teixeira, Dmitry Vaintrob
2026	J	`jnl`	Transformers learn factored representations. CoRR Adam S. Shai, Loren Amdahl-Culleton, Casper L. Christensen, Henry R. Bigelow, Fernando E. Rosas, Alexander B. Boyd, Eric A. Alt, Kyle J. Ray, Paul M. Riechers
2025	J	`jnl`	A scalable estimator of high-order information in complex dynamical systems. CoRR Alberto Liardi, George Blackburne, Hardik Rajpal, Fernando E. Rosas, Pedro A. M. Mediano
2025	J	`jnl`	From monoliths to modules: Decomposing transducers for efficient world modelling. CoRR Alexander B. Boyd, Franz Nowak, David Hyland, Manuel Baltieri, Fernando E. Rosas
2025	J	`jnl`	Localizing Synergies of Hidden Factors in Complex Systems: Resting Brain Networks and HeLa GeneExpression Profile as Case Studies. Entropy Marlis Ontivero-Ortega, Gorana Mijatovic, Luca Faes, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia
2025	J	`jnl`	Null models for comparing information decomposition across complex systems. PLoS Comput. Biol. Alberto Liardi, Fernando E. Rosas, Robin L. Carhart-Harris, George Blackburne, Daniel Bor, Pedro A. M. Mediano
2025	J	`jnl`	Shannon invariants: A scalable approach to information decomposition. CoRR Aaron J. Gutknecht, Fernando E. Rosas, David A. Ehrlich, Abdullah Makkeh, Pedro A. M. Mediano, Michael Wibral
2025	J	`jnl`	Understanding the high-order network plasticity mechanisms of ultrasound neuromodulation. PLoS Comput. Biol. Marilyn Gatica, Cyril Atkinson-Clement, Carlos Coronel-Oliveros, Mohammad Alkhawashki, Pedro A. M. Mediano, Enzo Tagliazucchi, Fernando E. Rosas, Marcus Kaiser, Giovanni Petri
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`	Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics. CoRR Mikhail Prokopenko, Paul C. W. Davies, Michael Harré, Marcus Heisler, Zdenka Kuncic, Geraint F. Lewis, Ori Livson, Joseph T. Lizier, Fernando E. Rosas
2024	—	`conf`	Characterising Directed and Undirected Metrics of High-Order Interdependence. ISIT (Workshops) Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
2024	J	`jnl`	Characterising directed and undirected metrics of high-order interdependence. CoRR Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
2024	J	`jnl`	Characterising high-order interdependence via entropic conjugation. CoRR Fernando E. Rosas, Aaron J. Gutknecht, Pedro A. M. Mediano, Michael Gastpar
2024	J	`jnl`	Explosive neural networks via higher-order interactions in curved statistical manifolds. CoRR Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki
2024	J	`jnl`	Null models for comparing information decomposition across complex systems. CoRR Alberto Liardi, Fernando E. Rosas, Robin L. Carhart-Harris, George Blackburne, Daniel Bor, Pedro A. M. Mediano
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
2024	J	`jnl`	The Fast Möbius Transform: An algebraic approach to information decomposition. CoRR Abel Jansma, Pedro A. M. Mediano, Fernando E. Rosas
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`	Dynamical noise can enhance high-order statistical structure in complex systems. CoRR Patricio Orio, Pedro A. M. Mediano, Fernando E. Rosas
2023	J	`jnl`	Geometric Structures Induced by Deformations of the Legendre Transform. Entropy Pablo A. Morales, Jan Korbel, Fernando E. Rosas
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`	LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics. PLoS Comput. Biol. Giulio Ruffini, Giada Damiani, Diego Lozano-Soldevilla, Nikolas Deco, Fernando E. Rosas, Narsis A. Kiani, Adrián Ponce-Alvarez, Morten L. Kringelbach, Robin L. Carhart-Harris, Gustavo Deco
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`	A hypergraph-based framework for personalized recommendations via user preference and dynamics clustering. Expert Syst. Appl. Zhihui Wang, Jianrui Chen, Fernando E. Rosas, Tingting Zhu
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`	Gradients of O-information: low-order descriptors of high-order dependencies. CoRR Tomas Scagliarini, Davide Nuzzi, Yuri Antonacci, Luca Faes, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia
2022	J	`jnl`	High-order functional redundancy in ageing explained via alterations in the connectome in a whole-brain model. PLoS Comput. Biol. Marilyn Gatica, Fernando E. Rosas, Pedro A. M. Mediano, Ibai Díez, Stephan P. Swinnen, Patricio Orio, Rodrigo Cofré, Jesús M. Cortés
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`	Psychedelics and schizophrenia: Distinct alterations to Bayesian inference. NeuroImage Hardik Rajpal, Pedro A. M. Mediano, Fernando E. Rosas, Christopher B. Timmermann, Stefan Brugger, Suresh D. Muthukumaraswamy, Anil K. Seth, Daniel Bor, Robin L. Carhart-Harris, Henrik J. Jensen
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`	High-Order Interdependencies in the Aging Brain. Brain Connect. Marilyn Gatica, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Patricio Orio, Ibai Díez, Stephan P. Swinnen, Jesús M. Cortés
2021	J	`jnl`	Performance analysis of in-band collision detection for dense wireless networks. EURASIP J. Wirel. Commun. Netw. Tom Vermeulen, Brecht Reynders, Fernando E. Rosas, Marian Verhelst, Sofie Pollin
2020	—	`conf`	Causal Blankets: Theory and Algorithmic Framework. IWAI Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani
2020	J	`jnl`	Causal blankets: Theory and algorithmic framework. CoRR Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani
2020	J	`jnl`	Data Disclosure Under Perfect Sample Privacy. IEEE Trans. Inf. Forensics Secur. Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz
2020	J	`jnl`	Hyperharmonic analysis for the study of high-order information-theoretic signals. CoRR Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez, Rodrigo Cofré
2020	B	`conf`	Learning, compression, and leakage: Minimising classification error via meta-universal compression principles. ITW Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
2020	J	`jnl`	Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles. CoRR Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
2020	J	`jnl`	Recommendation Algorithm in Double-Layer Network Based on Vector Dynamic Evolution Clustering and Attention Mechanism. Complex. Jianrui Chen, Zhihui Wang, Tingting Zhu, Fernando E. Rosas
2020	J	`jnl`	Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data. PLoS Comput. Biol. Fernando E. Rosas, Pedro A. M. Mediano, Henrik J. Jensen, Anil K. Seth, Adam B. Barrett, Robin L. Carhart-Harris, Daniel Bor
2019	J	`jnl`	A Comparison of the Maximum Entropy Principle Across Biological Spatial Scales. Entropy Rodrigo Cofré, Rubén Herzog, Derek Corcoran, Fernando E. Rosas
2019	J	`jnl`	Data Disclosure under Perfect Sample Privacy. CoRR Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz