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, 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)

Characterising Directed and Undirected Metrics of High-Order Interdependence - Fernando E. Rosas; Pedro A. M. Mediano; Michael Gastpar (IEEE International Symposium on Information Theory, ISIT 2024 - Workshops, Athens, Greece, July 7, 2024, 2024)

Learning diverse causally emergent representations from time series data - David McSharry; Christos Kaplanis; Fernando Rosas; Pedro A. M. Mediano (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Characterising directed and undirected metrics of high-order interdependence - Fernando E. Rosas; Pedro A. M. Mediano; Michael Gastpar (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)

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)

The Fast Möbius Transform: An algebraic approach to information decomposition - Abel Jansma; Pedro A. M. Mediano; Fernando E. Rosas (CoRR, 2024)

Characterising high-order interdependence via entropic conjugation - Fernando E. Rosas; Aaron Gutknecht; Pedro A. M. Mediano; Michael Gastpar (CoRR, 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)

Geometric Structures Induced by Deformations of the Legendre Transform - Pablo A. Morales; Jan Korbel; Fernando E. Rosas (Entropy, 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; et al. (NeuroImage, 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; et al. (NeuroImage, 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., 2023)

Dynamical noise can enhance high-order statistical structure in complex systems - Patricio Orio; Pedro A. M. Mediano; Fernando E. Rosas (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)

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)

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)

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)

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)

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)

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., 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)

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)

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)

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 (CoRR, 2022)

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)

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)

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)

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)

Data Disclosure Under Perfect Sample Privacy - Borzoo Rassouli; Fernando E. Rosas; Deniz Gündüz (IEEE Trans. Inf. Forensics Secur., 2020)

Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky Limits - Mohammad Mahdi Azari; Atefeh Hajijamali Arani; Fernando Rosas (IEEE Globecom Workshops, GLOBECOM Workshops 2020, Virtual Event, Taiwan, December 7-11, 2020, 2020)

Learning, compression, and leakage: Minimising classification error via meta-universal compression principles - Fernando E. Rosas; Pedro A. M. Mediano; Michael Gastpar (IEEE Information Theory Workshop, ITW 2020, Riva del Garda, Italy, April 11-15, 2021, 2020)

Causal Blankets: Theory and Algorithmic Framework - Fernando E. Rosas; Pedro A. M. Mediano; Martin Biehl; Shamil Chandaria; Daniel Polani (Active Inference - First International Workshop, IWAI 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14, 2020, Proceedings, 2020)

An operational information decomposition via synergistic disclosure - Fernando Rosas; Pedro A. M. Mediano; Borzoo Rassouli; Adam B. Barrett (CoRR, 2020)

Causal blankets: Theory and algorithmic framework - Fernando E. Rosas; Pedro A. M. Mediano; Martin Biehl; Shamil Chandaria; Daniel Polani (CoRR, 2020)

Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky Limits - Mohammad Mahdi Azari; Atefeh Hajijamali Arani; Fernando Rosas (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)

Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles - Fernando E. Rosas; Pedro A. M. Mediano; Michael Gastpar (CoRR, 2020)

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)

Cellular Connectivity for UAVs: Network Modeling, Performance Analysis, and Design Guidelines - Mohammad Mahdi Azari; Fernando Rosas; Sofie Pollin (IEEE Trans. Wirel. Commun., 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)

Data Disclosure under Perfect Sample Privacy - Borzoo Rassouli; Fernando E. Rosas; Deniz Gündüz (CoRR, 2019)

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)

Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains - Rodrigo Cofré; Cesar Maldonado; Fernando Rosas (Entropy, 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)

Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity - Mohammad Mahdi Azari; Fernando Rosas; Kwang-Cheng Chen; Sofie Pollin (IEEE Trans. Commun., 2018)

Reshaping Cellular Networks for the Sky: Major Factors and Feasibility - Mohammad Mahdi Azari; Fernando Rosas; Sofie Pollin (2018 IEEE International Conference on Communications, ICC 2018, Kansas City, MO, USA, May 20-24, 2018, 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 (2018 IEEE Wireless Communications and Networking Conference, WCNC 2018, Barcelona, Spain, April 15-18, 2018, 2018)

Latent Feature Disclosure under Perfect Sample Privacy - Borzoo Rassouli; Fernando Rosas; Deniz Gündüz (2018 IEEE International Workshop on Information Forensics and Security, WIFS 2018, Hong Kong, China, December 11-13, 2018, 2018)

Cellular Connectivity for UAVs: Network Modeling, Performance Analysis and Design Guidelines - Mohammad Mahdi Azari; Fernando Rosas; Sofie Pollin (CoRR, 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 Technological Perspective on Information Cascades via Social Learning - Fernando Rosas; Jen-Hao Hsiao; Kwang-Cheng Chen (IEEE Access, 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)

Impact of interference correlation on the decoding error statistics - Fernando Rosas; Konstantinos Manolakis; Christian Oberli; Mohammad Mahdi Azari; Marian Verhelst; Sofie Pollin (51st Asilomar Conference on Signals, Systems, and Computers, ACSSC 2017, Pacific Grove, CA, USA, October 29 - November 1, 2017, 2017)

Social Learning Against Data Falsification in Sensor Networks - Fernando Rosas; Kwang-Cheng Chen (Complex Networks & Their Applications VI - Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), COMPLEX NETWORKS 2017, Lyon, France, November 29 - December 1, 2017, 2017)

Adaptive in-band full-duplex collision detection for balancing sensing and collision costs - Brecht Reynders; Tom Vermeulen; Fernando Rosas; Sofie Pollin (2017 European Conference on Networks and Communications, EuCNC 2017, Oulu, Finland, June 12-15, 2017, 2017)

Coexistence of Terrestrial and Aerial Users in Cellular Networks - Mohammad Mahdi Azari; Fernando Rosas; Alessandro Chiumento; Sofie Pollin (2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 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 (2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017, 2017)

Coverage maximization for a poisson field of drone cells - Mohammad Mahdi Azari; Yuri Murillo; Osama Amin; Fernando Rosas; Mohamed-Slim Alouini; Sofie Pollin (28th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2017, Montreal, QC, Canada, October 8-13, 2017, 2017)

Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity - Mohammad Mahdi Azari; Fernando Rosas; Kwang-Cheng Chen; Sofie Pollin (CoRR, 2017)

Coverage Maximization for a Poisson Field of Drone Cells - Mohammad Mahdi Azari; Yuri Murillo; Osama Amin; Fernando Rosas; Mohamed-Slim Alouini; Sofie Pollin (CoRR, 2017)

Coexistence of Terrestrial and Aerial Users in Cellular Networks - Mohammad Mahdi Azari; Fernando Rosas; Alessandro Chiumento; Sofie Pollin (CoRR, 2017)

Reshaping Cellular Networks for the Sky: The Major Factors and Feasibility - Mohammad Mahdi Azari; Fernando Rosas; Sofie Pollin (CoRR, 2017)

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 (CoRR, 2017)

Understanding Interdependency Through Complex Information Sharing - Fernando Rosas; Vasilis Ntranos; Christopher J. Ellison; Sofie Pollin; Marian Verhelst (Entropy, 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)

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)

Performance analysis of in-band full duplex collision and interference detection in dense networks - Tom Vermeulen; Fernando Rosas; Marian Verhelst; Sofie Pollin (13th IEEE Annual Consumer Communications & Networking Conference, CCNC 2016, Las Vegas, NV, USA, January 9-12, 2016, 2016)

Optimal UAV Positioning for Terrestrial-Aerial Communication in Presence of Fading - Mohammad Mahdi Azari; Fernando Rosas; Kwang-Cheng Chen; Sofie Pollin (2016 IEEE Global Communications Conference, GLOBECOM 2016, Washington, DC, USA, December 4-8, 2016, 2016)

Joint Sum-Rate and Power Gain Analysis of an Aerial Base Station - Mohammad Mahdi Azari; Fernando Rosas; Kwang-Cheng Chen; Sofie Pollin (2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016)

Energy-efficient Double Relay Communication Protocol in cellular networks - Rodolfo Torrea Duran; Fernando Rosas; Sofie Pollin; Luc Vandendorpe; Marc Moonen (17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016, Edinburgh, United Kingdom, July 3-6, 2016, 2016)

Coverage and Power Gain of Aerial Versus Terrestrial Base Stations - Mohammad Mahdi Azari; Fernando Rosas; Alessandro Chiumento; Kwang-Cheng Chen; Sofie Pollin (Advances in Ubiquitous Networking 2 - Proceedings of the UNet'16, Casablanca, Morocco, May 30 - June 1, 2016, 2016)

Impact of the Channel State Information on the Energy-Efficiency of MIMO Communications - Fernando Rosas; Christian Oberli (IEEE Trans. Wirel. Commun., 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 (49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015, Pacific Grove, CA, USA, November 8-11, 2015, 2015)

An energy-scalable in-band full duplex architecture - Tom Vermeulen; Fernando Rosas; Barend van Liempd; Marian Verhelst; Sofie Pollin (20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, CAMAD 2015, Guildford, United Kingdom, September 7-9, 2015, 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 (23rd European Signal Processing Conference, EUSIPCO 2015, Nice, France, August 31 - September 4, 2015, 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 (23rd European Signal Processing Conference, EUSIPCO 2015, Nice, France, August 31 - September 4, 2015, 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 (2015 IEEE International Conference on Communications, ICC 2015, London, United Kingdom, June 8-12, 2015, 2015)

Energy-efficient MIMO multihop communications using the antenna selection scheme - Fernando Rosas; Richard Demo Souza; Marian Verhelst; Sofie Pollin (2015 International Symposium on Wireless Communication Systems (ISWCS), Brussels, Belgium, August 25-28, 2015, 2015)

Understanding interdependency through complex information sharing - Fernando Rosas; Vasilis Ntranos; Christopher J. Ellison; Sofie Pollin; Marian Verhelst (CoRR, 2015)

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)

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 (IEEE Symposium on Computers and Communications, ISCC 2014, Funchal, Madeira, Portugal, June 23-26, 2014, 2014)

Optimizing the code rate for achieving energy-efficient wireless communications - Fernando Rosas; Glauber Gomes de Oliveira Brante; Richard Demo Souza; Christian Oberli (IEEE Wireless Communications and Networking Conference, WCNC 2014, Istanbul, Turkey, April 6-9, 2014, 2014)

Nakagami-m approximations for multiple-input multiple-output singular value decomposition transmissions - Fernando Rosas; Christian Oberli (IET Commun., 2013)

Modulation and SNR Optimization for Achieving Energy-Efficient Communications over Short-Range Fading Channels - Fernando Rosas; Christian Oberli (IEEE Trans. Wirel. Commun., 2012)

Energy-efficient MIMO SVD communications - Fernando Rosas; Christian Oberli (23rd IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2012, Sydney, Australia, September 9-12, 2012, 2012)

Modulation Optimization for Achieving Energy Efficient Communications over Fading Channels - Fernando Rosas; Christian Oberli (Proceedings of the 75th IEEE Vehicular Technology Conference, VTC Spring 2012, Yokohama, Japan, May 6-9, 2012, 2012)

Nakagami-m approximations for MIMO SVD transmissions - Fernando Rosas; Christian Oberli (International ITG Workshop on Smart Antennas, WSA 2012, Dresden, Germany, March 7-8, 2012, 2012)