Fernando Rosas

According to our database, Fernando Rosas authored at least 78 papers between 2012 and 2024.

Collaborative distances:

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

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

PLoS Comput. Biol., 2024

Null models for comparing information decomposition across complex systems.

Alberto Liardi, Fernando E. Rosas, Robin L. Carhart-Harris, George Blackburne, Daniel Bor, Pedro A. M. Mediano

CoRR, 2024

Characterising high-order interdependence via entropic conjugation.

Fernando E. Rosas, Aaron Gutknecht, Pedro A. M. Mediano, Michael Gastpar

CoRR, 2024

The Fast Möbius Transform: An algebraic approach to information decomposition.

Abel Jansma, Pedro A. M. Mediano, Fernando E. Rosas

CoRR, 2024

Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics.

Mikhail Prokopenko, Paul C. W. Davies, Michael Harré, Marcus Heisler, Zdenka Kuncic, Geraint F. Lewis, Ori Livson, Joseph T. Lizier, Fernando E. Rosas

CoRR, 2024

Explosive neural networks via higher-order interactions in curved statistical manifolds.

Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki

CoRR, 2024

Characterising Directed and Undirected Metrics of High-Order Interdependence.

Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar

Proceedings of the IEEE International Symposium on Information Theory, 2024

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

Geometric Structures Induced by Deformations of the Legendre Transform.

Pablo A. Morales, Jan Korbel, Fernando E. Rosas

Entropy, April, 2023

LSD-induced increase of Ising temperature and algorithmic complexity of brain dynamics.

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

PLoS Comput. Biol., February, 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

Dynamical noise can enhance high-order statistical structure in complex systems.

Patricio Orio, Pedro A. M. Mediano, Fernando E. Rosas

CoRR, 2023

2022

High-order functional redundancy in ageing explained via alterations in the connectome in a whole-brain model.

Marilyn Gatica, Fernando E. Rosas, Pedro A. M. Mediano, Ibai Díez, Stephan P. Swinnen, Patricio Orio, Rodrigo Cofré, Jesús M. Cortés

PLoS Comput. Biol., September, 2022

Psychedelics and schizophrenia: Distinct alterations to Bayesian inference.

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

NeuroImage, 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

Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities.

Gert Dekkers, Fernando Rosas, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers

Inf. Fusion, 2022

A hypergraph-based framework for personalized recommendations via user preference and dynamics clustering.

Zhihui Wang, Jianrui Chen, Fernando E. Rosas, Tingting Zhu

Expert Syst. Appl., 2022

Pathway to Future Symbiotic Creativity.

Yike Guo, Qifeng Liu, Jie Chen, Wei Xue, Henrik J. Jensen, Fernando Rosas, Jeffrey Shaw, Xing Wu, Jiji Zhang, Jianliang Xu

CoRR, 2022

Gradients of O-information: low-order descriptors of high-order dependencies.

Tomas Scagliarini, Davide Nuzzi, Yuri Antonacci, Luca Faes, Fernando E. Rosas, Daniele Marinazzo, Sebastiano Stramaglia

CoRR, 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

Performance analysis of in-band collision detection for dense wireless networks.

Tom Vermeulen, Brecht Reynders, Fernando E. Rosas, Marian Verhelst, Sofie Pollin

EURASIP J. Wirel. Commun. Netw., 2021

A low-complexity channel training method for efficient SVD beamforming over MIMO channels.

Felipe Kettlun, Fernando Rosas, Christian Oberli

EURASIP J. Wirel. Commun. Netw., 2021

High-Order Interdependencies in the Aging Brain.

Marilyn Gatica, Rodrigo Cofré, Pedro A. M. Mediano, Fernando E. Rosas, Patricio Orio, Ibai Díez, Stephan P. Swinnen, Jesús M. Cortés

Brain Connect., 2021

2020

Data Disclosure Under Perfect Sample Privacy.

Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz

IEEE Trans. Inf. Forensics Secur., 2020

Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data.

Fernando E. Rosas, Pedro A. M. Mediano, Henrik J. Jensen, Anil K. Seth, Adam B. Barrett, Robin L. Carhart-Harris, Daniel Bor

PLoS Comput. Biol., 2020

Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles.

Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar

CoRR, 2020

Hyperharmonic analysis for the study of high-order information-theoretic signals.

Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez, Rodrigo Cofré

CoRR, 2020

An operational information decomposition via synergistic disclosure.

Fernando Rosas, Pedro A. M. Mediano, Borzoo Rassouli, Adam B. Barrett

CoRR, 2020

Recommendation Algorithm in Double-Layer Network Based on Vector Dynamic Evolution Clustering and Attention Mechanism.

Jianrui Chen, Zhihui Wang, Tingting Zhu, Fernando E. Rosas

Complex., 2020

Causal Blankets: Theory and Algorithmic Framework.

Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani

Proceedings of the Active Inference - First International Workshop, 2020

Learning, compression, and leakage: Minimising classification error via meta-universal compression principles.

Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar

Proceedings of the IEEE Information Theory Workshop, 2020

Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky Limits.

Mohammad Mahdi Azari, Atefeh Hajijamali Arani, Fernando Rosas

Proceedings of the IEEE Globecom Workshops, 2020

2019

Cellular Connectivity for UAVs: Network Modeling, Performance Analysis, and Design Guidelines.

Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin

IEEE Trans. Wirel. Commun., 2019

An Introduction to the Non-Equilibrium Steady States of Maximum Entropy Spike Trains.

Rodrigo Cofré, Leonardo Videla, Fernando Rosas

Entropy, 2019

A Comparison of the Maximum Entropy Principle Across Biological Spatial Scales.

Rodrigo Cofré, Rubén Herzog, Derek Corcoran, Fernando E. Rosas

Entropy, 2019

Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information.

Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar, Henrik J. Jensen

CoRR, 2019

2018

Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity.

Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin

IEEE Trans. Commun., 2018

An Information-Theoretic Approach to Self-Organisation: Emergence of Complex Interdependencies in Coupled Dynamical Systems.

Fernando Rosas, Pedro A. M. Mediano, Martín Ugarte, Henrik J. Jensen

Entropy, 2018

Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains.

Rodrigo Cofré, Cesar Maldonado, Fernando Rosas

Entropy, 2018

A multi-layered energy consumption model for smart wireless acoustic sensor networks.

Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers

CoRR, 2018

A Multiple-Relay Communication Protocol for Achieving Fairness in Dense Networks.

Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen

IEEE Access, 2018

Latent Feature Disclosure under Perfect Sample Privacy.

Borzoo Rassouli, Fernando Rosas, Deniz Gündüz

Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

Uplink performance analysis of a drone cell in a random field of ground interferers.

Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Amir Ligata, Sofie Pollin

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Reshaping Cellular Networks for the Sky: Major Factors and Feasibility.

Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Exploiting the overhearing capabilities of transmitting nodes to increase the energy efficiency in dense networks.

Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen

EURASIP J. Wirel. Commun. Netw., 2017

A Technological Perspective on Information Cascades via Social Learning.

Fernando Rosas, Jen-Hao Hsiao, Kwang-Cheng Chen

IEEE Access, 2017

Coverage maximization for a poisson field of drone cells.

Mohammad Mahdi Azari, Yuri Murillo, Osama Amin, Fernando Rosas, Mohamed-Slim Alouini, Sofie Pollin

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Double Relay Communication Protocol with power control for achieving fairness in cellular systems.

Rodolfo Torrea Duran, Fernando Rosas, Paschalis Tsiaflakis, Sofie Pollin, Aldo Orozco, Luc Vandendorpe, Marc Moonen

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Coexistence of Terrestrial and Aerial Users in Cellular Networks.

Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Sofie Pollin

Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

Adaptive in-band full-duplex collision detection for balancing sensing and collision costs.

Brecht Reynders, Tom Vermeulen, Fernando Rosas, Sofie Pollin

Proceedings of the 2017 European Conference on Networks and Communications, 2017

Social Learning Against Data Falsification in Sensor Networks.

Fernando Rosas, Kwang-Cheng Chen

Proceedings of the Complex Networks & Their Applications VI, 2017

Impact of interference correlation on the decoding error statistics.

Fernando Rosas, Konstantinos Manolakis, Christian Oberli, Mohammad Mahdi Azari, Marian Verhelst, Sofie Pollin

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Optimizing the Code Rate of Energy-Constrained Wireless Communications With HARQ.

Fernando Rosas, Richard Demo Souza, Marcelo Eduardo Pellenz, Christian Oberli, Glauber Gomes de Oliveira Brante, Marian Verhelst, Sofie Pollin

IEEE Trans. Wirel. Commun., 2016

Generalized Signal Utility for LMMSE Signal Estimation With Application to Greedy Quantization in Wireless Sensor Networks.

Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand

IEEE Signal Process. Lett., 2016

Understanding Interdependency Through Complex Information Sharing.

Fernando Rosas, Vasilis Ntranos, Christopher J. Ellison, Sofie Pollin, Marian Verhelst

Entropy, 2016

Coverage and Power Gain of Aerial Versus Terrestrial Base Stations.

Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Kwang-Cheng Chen, Sofie Pollin

Proceedings of the Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30, 2016

Energy-efficient Double Relay Communication Protocol in cellular networks.

Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Joint Sum-Rate and Power Gain Analysis of an Aerial Base Station.

Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Optimal UAV Positioning for Terrestrial-Aerial Communication in Presence of Fading.

Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Performance analysis of in-band full duplex collision and interference detection in dense networks.

Tom Vermeulen, Fernando Rosas, Marian Verhelst, Sofie Pollin

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015

Impact of the Channel State Information on the Energy-Efficiency of MIMO Communications.

Fernando Rosas, Christian Oberli

IEEE Trans. Wirel. Commun., 2015

Energy-efficient MIMO multihop communications using the antenna selection scheme.

Fernando Rosas, Richard Demo Souza, Marian Verhelst, Sofie Pollin

Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Code rate, frequency and SNR optimization for energy efficient underwater acoustic communications.

Fabio A. de Souza, Richard Demo Souza, Glauber Brante, Marcelo Eduardo Pellenz, Fernando Rosas

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Double relay communication protocol for bandwidth management in cellular systems.

Rodolfo Torrea Duran, Fernando Rosas, Zuhaib Khan Zii Khan, Sofie Pollin, Paschalis Tsiaflakis, Marc Moonen

Proceedings of the 23rd European Signal Processing Conference, 2015

Energy-vs-performance trade-offs in speech enhancement in wireless acoustic sensor networks.

Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand

Proceedings of the 23rd European Signal Processing Conference, 2015

An energy-scalable in-band full duplex architecture.

Tom Vermeulen, Fernando Rosas, Barend van Liempd, Marian Verhelst, Sofie Pollin

Proceedings of the 20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2015

Using mobility for increasing the energy efficiency of multihop communications.

Fernando Rosas, Mohammad Mahdi Azari, Bertold Van den Bergh, Richard Demo Souza, Sofie Pollin, Marian Verhelst

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Downlink performance limitations of cellular systems with coordinated base stations and mismatched precoder.

Fernando Rosas, Lurys Herrera, Christian Oberli, Konstantinos Manolakis, Volker Jungnickel

IET Commun., 2014

Optimizing the code rate for achieving energy-efficient wireless communications.

Fernando Rosas, Glauber Gomes de Oliveira Brante, Richard Demo Souza, Christian Oberli

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Energy efficiency analysis of HARQ with chase combining in multi-hop wireless sensor networks.

Elieser Botelho Manhas, Marcelo Eduardo Pellenz, Glauber Gomes de Oliveira Brante, Richard Demo Souza, Fernando Rosas

Proceedings of the IEEE Symposium on Computers and Communications, 2014

2013

Nakagami-m approximations for multiple-input multiple-output singular value decomposition transmissions.

Fernando Rosas, Christian Oberli

IET Commun., 2013

2012

Modulation and SNR Optimization for Achieving Energy-Efficient Communications over Short-Range Fading Channels.

Fernando Rosas, Christian Oberli

IEEE Trans. Wirel. Commun., 2012

Nakagami-m approximations for MIMO SVD transmissions.

Fernando Rosas, Christian Oberli

Proceedings of the International ITG Workshop on Smart Antennas, 2012

Modulation Optimization for Achieving Energy Efficient Communications over Fading Channels.

Fernando Rosas, Christian Oberli

Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

Energy-efficient MIMO SVD communications.

Fernando Rosas, Christian Oberli

Proceedings of the 23rd IEEE International Symposium on Personal, 2012