Fernando E. Rosas

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Neural Dynamics

Personalized Recommendation

Conjugate Priors

Classification Error

Top Venues

PLoS Comput. Biol.

Publications

Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
Characterising Directed and Undirected Metrics of High-Order Interdependence. ISIT (Workshops) (2024)
Fernando E. Rosas, Diego Candia-Rivera, Andrea I. Luppi, Yike Guo, Pedro A. M. Mediano
Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics. Comput. Biol. Medicine 170 (2024)
Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
Characterising directed and undirected metrics of high-order interdependence. CoRR (2024)
Andrea I. Luppi, Fernando E. Rosas, Gustavo Deco, Morten L. Kringelbach, Pedro A. M. Mediano
Information decomposition reveals hidden high-order contributions to temporal irreversibility. CoRR (2023)
Patricio Orio, Pedro A. M. Mediano, Fernando E. Rosas
Dynamical noise can enhance high-order statistical structure in complex systems. CoRR (2023)
Pablo A. Morales, Jan Korbel, Fernando E. Rosas
Geometric Structures Induced by Deformations of the Legendre Transform. Entropy 25 (4) (2023)
Andrea I. Luppi, Eckehard Olbrich, Conor Finn, Laura E. Suárez, Fernando E. Rosas, Pedro A. M. Mediano, Jürgen Jost
Quantifying synergy and redundancy in multiplex networks. CoRR (2023)
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
LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics. PLoS Comput. Biol. 19 (2) (2023)
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
Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness. NeuroImage 275 (2023)
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
Reduced emergent character of neural dynamics in patients with a disrupted connectome. NeuroImage 269 (2023)
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
Psychedelics and schizophrenia: Distinct alterations to Bayesian inference. NeuroImage 263 (2022)
Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi, Thomas F. Varley, Joseph T. Lizier, Sebastiano Stramaglia, Henrik J. Jensen, Daniele Marinazzo
Disentangling high-order mechanisms and high-order behaviours in complex systems. CoRR (2022)
Zhihui Wang, Jianrui Chen, Fernando E. Rosas, Tingting Zhu
A hypergraph-based framework for personalized recommendations via user preference and dynamics clustering. Expert Syst. Appl. 204 (2022)
Fran Hancock, Joana Cabral, Andrea I. Luppi, Fernando E. Rosas, Pedro A. M. Mediano, Ottavia Dipasquale, Federico E. Turkheimer
Metastability, fractal scaling, and synergistic information processing: What phase relationships reveal about intrinsic brain activity. NeuroImage 259 (2022)
Alexandra M. Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby, Pedro A. M. Mediano
Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks. CoRR (2022)
Tomas Scagliarini, Davide Nuzzi, Yuri Antonacci, Luca Faes, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia
Gradients of O-information: low-order descriptors of high-order dependencies. CoRR (2022)
Marilyn Gatica, Fernando E. Rosas, Pedro A. M. Mediano, Ibai Díez, Stephan P. Swinnen, Patricio Orio, Rodrigo Cofré, Jesús M. Cortés
High-order functional redundancy in ageing explained via alterations in the connectome in a whole-brain model. PLoS Comput. Biol. 18 (9) (2022)
Tom Vermeulen, Brecht Reynders, Fernando E. Rosas, Marian Verhelst, Sofie Pollin
Performance analysis of in-band collision detection for dense wireless networks. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Marilyn Gatica, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Patricio Orio, Ibai Díez, Stephan P. Swinnen, Jesús M. Cortés
High-Order Interdependencies in the Aging Brain. Brain Connect. 11 (9) (2021)
Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles. CoRR (2020)
Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar
Learning, compression, and leakage: Minimising classification error via meta-universal compression principles. ITW (2020)
Jianrui Chen, Zhihui Wang, Tingting Zhu, Fernando E. Rosas
Recommendation Algorithm in Double-Layer Network Based on Vector Dynamic Evolution Clustering and Attention Mechanism. Complex. 2020 (2020)
Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz
Data Disclosure Under Perfect Sample Privacy. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani
Causal blankets: Theory and algorithmic framework. CoRR (2020)
Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez, Rodrigo Cofré
Hyperharmonic analysis for the study of high-order information-theoretic signals. CoRR (2020)
Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani
Causal Blankets: Theory and Algorithmic Framework. IWAI (2020)
Fernando E. Rosas, Pedro A. M. Mediano, Henrik J. Jensen, Anil K. Seth, Adam B. Barrett, Robin L. Carhart-Harris, Daniel Bor
Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data. PLoS Comput. Biol. 16 (12) (2020)
Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz
Data Disclosure under Perfect Sample Privacy. CoRR (2019)
Rodrigo Cofré, Rubén Herzog, Derek Corcoran, Fernando E. Rosas
A Comparison of the Maximum Entropy Principle Across Biological Spatial Scales. Entropy 21 (10) (2019)