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ORCIDFernando Rosas
Fernando E. Rosas
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2020 – today
- 2024
[j33]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: 107857 (2024)- [j32]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. PLoS Comput. Biol. 20(6): 1012178 (2024) - [c29]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Characterising Directed and Undirected Metrics of High-Order Interdependence. ISIT (Workshops) 2024: 1-6 - [i28]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Characterising directed and undirected metrics of high-order interdependence. CoRR abs/2404.07140 (2024) - [i27]Miguel Aguilera, Pablo A. Morales, Fernando E. Rosas, Hideaki Shimazaki:
Explosive neural networks via higher-order interactions in curved statistical manifolds. CoRR abs/2408.02326 (2024) - [i26]Mikhail Prokopenko, Paul C. W. Davies, Michael Harré, Marcus Heisler, Zdenka Kuncic, Geraint F. Lewis, Ori Livson, Joseph T. Lizier, Fernando E. Rosas:
Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics. CoRR abs/2409.12029 (2024) - [i25]Abel Jansma, Pedro A. M. Mediano, Fernando E. Rosas:
The Fast Möbius Transform: An algebraic approach to information decomposition. CoRR abs/2410.06224 (2024) - [i24]Fernando E. Rosas, Aaron Gutknecht, Pedro A. M. Mediano, Michael Gastpar:
Characterising high-order interdependence via entropic conjugation. CoRR abs/2410.10485 (2024) - [i23]Alberto Liardi, Fernando E. Rosas, Robin L. Carhart-Harris, George Blackburne, Daniel Bor, Pedro A. M. Mediano:
Null models for comparing information decomposition across complex systems. CoRR abs/2410.11583 (2024) - 2023
- [j31]Pablo A. Morales, Jan Korbel, Fernando E. Rosas:
Geometric Structures Induced by Deformations of the Legendre Transform. Entropy 25(4): 678 (2023) - [j30]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: 119926 (2023) - [j29]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: 120162 (2023) - [j28]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) - [i22]Patricio Orio, Pedro A. M. Mediano, Fernando E. Rosas:
Dynamical noise can enhance high-order statistical structure in complex systems. CoRR abs/2305.13454 (2023) - [i21]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 abs/2306.01645 (2023) - [i20]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 abs/2308.05664 (2023) - 2022
- [j27]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: 117552 (2022) - [j26]Gert Dekkers, Fernando Rosas, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers:
Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities. Inf. Fusion 77: 196-210 (2022) - [j25]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: 119433 (2022) - [j24]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: 119624 (2022) - [j23]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): 1010431 (2022) - [i19]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 abs/2203.12041 (2022) - [i18]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 abs/2207.03581 (2022) - [i17]Yike Guo, Qifeng Liu, Jie Chen, Wei Xue, Henrik J. Jensen, Fernando Rosas, Jeffrey Shaw, Xing Wu, Jiji Zhang, Jianliang Xu:
Pathway to Future Symbiotic Creativity. CoRR abs/2209.02388 (2022) - [i16]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 abs/2210.02996 (2022) - 2021
- [j22]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): 734-744 (2021) - [j21]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): 87 (2021) - [j20]Felipe Kettlun, Fernando Rosas, Christian Oberli:
A low-complexity channel training method for efficient SVD beamforming over MIMO channels. EURASIP J. Wirel. Commun. Netw. 2021(1): 151 (2021) - 2020
- [j19]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: 5206087:1-5206087:19 (2020) - [j18]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) - [j17]Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz:
Data Disclosure Under Perfect Sample Privacy. IEEE Trans. Inf. Forensics Secur. 15: 2012-2025 (2020) - [c28]Mohammad Mahdi Azari, Atefeh Hajijamali Arani, Fernando Rosas:
Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky Limits. GLOBECOM (Workshops) 2020: 1-6 - [c27]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Learning, compression, and leakage: Minimising classification error via meta-universal compression principles. ITW 2020: 1-5 - [c26]Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani:
Causal Blankets: Theory and Algorithmic Framework. IWAI 2020: 187-198 - [i15]Fernando Rosas, Pedro A. M. Mediano, Borzoo Rassouli, Adam B. Barrett:
An operational information decomposition via synergistic disclosure. CoRR abs/2001.10387 (2020) - [i14]Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl, Shamil Chandaria, Daniel Polani:
Causal blankets: Theory and algorithmic framework. CoRR abs/2008.12568 (2020) - [i13]Mohammad Mahdi Azari, Atefeh Hajijamali Arani, Fernando Rosas:
Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky Limits. CoRR abs/2009.09815 (2020) - [i12]Anibal M. Medina-Mardones, Fernando E. Rosas, Sebastián E. Rodríguez, Rodrigo Cofré:
Hyperharmonic analysis for the study of high-order information-theoretic signals. CoRR abs/2010.01117 (2020) - [i11]Fernando E. Rosas, Pedro A. M. Mediano, Michael Gastpar:
Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles. CoRR abs/2010.07382 (2020)
2010 – 2019
- 2019
- [j16]Rodrigo Cofré, Leonardo Videla, Fernando Rosas:
An Introduction to the Non-Equilibrium Steady States of Maximum Entropy Spike Trains. Entropy 21(9): 884 (2019) - [j15]Rodrigo Cofré, Rubén Herzog, Derek Corcoran, Fernando E. Rosas:
A Comparison of the Maximum Entropy Principle Across Biological Spatial Scales. Entropy 21(10): 1009 (2019) - [j14]Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin:
Cellular Connectivity for UAVs: Network Modeling, Performance Analysis, and Design Guidelines. IEEE Trans. Wirel. Commun. 18(7): 3366-3381 (2019) - [i10]Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar, Henrik J. Jensen:
Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information. CoRR abs/1902.11239 (2019) - [i9]Borzoo Rassouli, Fernando E. Rosas, Deniz Gündüz:
Data Disclosure under Perfect Sample Privacy. CoRR abs/1904.01711 (2019) - 2018
- [j13]Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen:
A Multiple-Relay Communication Protocol for Achieving Fairness in Dense Networks. IEEE Access 6: 6740-6754 (2018) - [j12]Rodrigo Cofré, Cesar Maldonado, Fernando Rosas:
Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains. Entropy 20(8): 573 (2018) - [j11]Fernando Rosas, Pedro A. M. Mediano, Martín Ugarte, Henrik J. Jensen:
An Information-Theoretic Approach to Self-Organisation: Emergence of Complex Interdependencies in Coupled Dynamical Systems. Entropy 20(10): 793 (2018) - [j10]Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin:
Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity. IEEE Trans. Commun. 66(1): 330-344 (2018) - [c25]Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin:
Reshaping Cellular Networks for the Sky: Major Factors and Feasibility. ICC 2018: 1-7 - [c24]Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Amir Ligata, Sofie Pollin:
Uplink performance analysis of a drone cell in a random field of ground interferers. WCNC 2018: 1-6 - [c23]Borzoo Rassouli, Fernando Rosas, Deniz Gündüz:
Latent Feature Disclosure under Perfect Sample Privacy. WIFS 2018: 1-7 - [i8]Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin:
Cellular Connectivity for UAVs: Network Modeling, Performance Analysis and Design Guidelines. CoRR abs/1804.08121 (2018) - [i7]Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers:
A multi-layered energy consumption model for smart wireless acoustic sensor networks. CoRR abs/1812.06672 (2018) - 2017
- [j9]Fernando Rosas, Jen-Hao Hsiao, Kwang-Cheng Chen:
A Technological Perspective on Information Cascades via Social Learning. IEEE Access 5: 22605-22633 (2017) - [j8]Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen:
Exploiting the overhearing capabilities of transmitting nodes to increase the energy efficiency in dense networks. EURASIP J. Wirel. Commun. Netw. 2017: 182 (2017) - [c22]Fernando Rosas, Konstantinos Manolakis, Christian Oberli, Mohammad Mahdi Azari, Marian Verhelst, Sofie Pollin:
Impact of interference correlation on the decoding error statistics. ACSSC 2017: 1115-1119 - [c21]Fernando Rosas, Kwang-Cheng Chen:
Social Learning Against Data Falsification in Sensor Networks. COMPLEX NETWORKS 2017: 704-716 - [c20]Brecht Reynders, Tom Vermeulen, Fernando Rosas, Sofie Pollin:
Adaptive in-band full-duplex collision detection for balancing sensing and collision costs. EuCNC 2017: 1-5 - [c19]Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Sofie Pollin:
Coexistence of Terrestrial and Aerial Users in Cellular Networks. GLOBECOM Workshops 2017: 1-6 - [c18]Rodolfo Torrea Duran, Fernando Rosas, Paschalis Tsiaflakis, Sofie Pollin, Aldo Orozco, Luc Vandendorpe, Marc Moonen:
Double Relay Communication Protocol with power control for achieving fairness in cellular systems. ICASSP 2017: 3624-3628 - [c17]Mohammad Mahdi Azari, Yuri Murillo, Osama Amin, Fernando Rosas, Mohamed-Slim Alouini, Sofie Pollin:
Coverage maximization for a poisson field of drone cells. PIMRC 2017: 1-6 - [i6]Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin:
Ultra Reliable UAV Communication Using Altitude and Cooperation Diversity. CoRR abs/1705.02877 (2017) - [i5]Mohammad Mahdi Azari, Yuri Murillo, Osama Amin, Fernando Rosas, Mohamed-Slim Alouini, Sofie Pollin:
Coverage Maximization for a Poisson Field of Drone Cells. CoRR abs/1708.06598 (2017) - [i4]Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Sofie Pollin:
Coexistence of Terrestrial and Aerial Users in Cellular Networks. CoRR abs/1710.03103 (2017) - [i3]Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin:
Reshaping Cellular Networks for the Sky: The Major Factors and Feasibility. CoRR abs/1710.11404 (2017) - [i2]Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Amir Ligata, Sofie Pollin:
Uplink Performance Analysis of a Drone Cell in a Random Field of Ground Interferers. CoRR abs/1711.01351 (2017) - 2016
- [j7]Fernando Rosas, Vasilis Ntranos, Christopher J. Ellison, Sofie Pollin, Marian Verhelst:
Understanding Interdependency Through Complex Information Sharing. Entropy 18(2): 38 (2016) - [j6]Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand:
Generalized Signal Utility for LMMSE Signal Estimation With Application to Greedy Quantization in Wireless Sensor Networks. IEEE Signal Process. Lett. 23(9): 1202-1206 (2016) - [j5]Fernando Rosas, Richard Demo Souza, Marcelo Eduardo Pellenz, Christian Oberli, Glauber Gomes de Oliveira Brante, Marian Verhelst, Sofie Pollin:
Optimizing the Code Rate of Energy-Constrained Wireless Communications With HARQ. IEEE Trans. Wirel. Commun. 15(1): 191-205 (2016) - [c16]Tom Vermeulen, Fernando Rosas, Marian Verhelst, Sofie Pollin:
Performance analysis of in-band full duplex collision and interference detection in dense networks. CCNC 2016: 595-601 - [c15]Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin:
Optimal UAV Positioning for Terrestrial-Aerial Communication in Presence of Fading. GLOBECOM 2016: 1-7 - [c14]Mohammad Mahdi Azari, Fernando Rosas, Kwang-Cheng Chen, Sofie Pollin:
Joint Sum-Rate and Power Gain Analysis of an Aerial Base Station. GLOBECOM Workshops 2016: 1-6 - [c13]Rodolfo Torrea Duran, Fernando Rosas, Sofie Pollin, Luc Vandendorpe, Marc Moonen:
Energy-efficient Double Relay Communication Protocol in cellular networks. SPAWC 2016: 1-5 - [c12]Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Kwang-Cheng Chen, Sofie Pollin:
Coverage and Power Gain of Aerial Versus Terrestrial Base Stations. UNet 2016: 627-636 - 2015
- [j4]Fernando Rosas, Christian Oberli:
Impact of the Channel State Information on the Energy-Efficiency of MIMO Communications. IEEE Trans. Wirel. Commun. 14(8): 4156-4169 (2015) - [c11]Fernando Rosas, Mohammad Mahdi Azari, Bertold Van den Bergh, Richard Demo Souza, Sofie Pollin, Marian Verhelst:
Using mobility for increasing the energy efficiency of multihop communications. ACSSC 2015: 469-474 - [c10]Tom Vermeulen, Fernando Rosas, Barend van Liempd, Marian Verhelst, Sofie Pollin:
An energy-scalable in-band full duplex architecture. CAMAD 2015: 22-26 - [c9]Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand:
Energy-vs-performance trade-offs in speech enhancement in wireless acoustic sensor networks. EUSIPCO 2015: 1561-1565 - [c8]Rodolfo Torrea Duran, Fernando Rosas, Zuhaib Khan Zii Khan, Sofie Pollin, Paschalis Tsiaflakis, Marc Moonen:
Double relay communication protocol for bandwidth management in cellular systems. EUSIPCO 2015: 2137-2141 - [c7]Fabio A. de Souza, Richard Demo Souza, Glauber Brante, Marcelo Eduardo Pellenz, Fernando Rosas:
Code rate, frequency and SNR optimization for energy efficient underwater acoustic communications. ICC 2015: 6351-6356 - [c6]Fernando Rosas, Richard Demo Souza, Marian Verhelst, Sofie Pollin:
Energy-efficient MIMO multihop communications using the antenna selection scheme. ISWCS 2015: 686-690 - [i1]Fernando Rosas, Vasilis Ntranos, Christopher J. Ellison, Sofie Pollin, Marian Verhelst:
Understanding interdependency through complex information sharing. CoRR abs/1509.04555 (2015) - 2014
- [j3]Fernando Rosas, Lurys Herrera, Christian Oberli, Konstantinos Manolakis, Volker Jungnickel:
Downlink performance limitations of cellular systems with coordinated base stations and mismatched precoder. IET Commun. 8(1): 77-82 (2014) - [c5]Elieser Botelho Manhas, Marcelo Eduardo Pellenz, Glauber Gomes de Oliveira Brante, Richard Demo Souza, Fernando Rosas:
Energy efficiency analysis of HARQ with chase combining in multi-hop wireless sensor networks. ISCC 2014: 1-6 - [c4]Fernando Rosas, Glauber Gomes de Oliveira Brante, Richard Demo Souza, Christian Oberli:
Optimizing the code rate for achieving energy-efficient wireless communications. WCNC 2014: 775-780 - 2013
- [j2]Fernando Rosas, Christian Oberli:
Nakagami-m approximations for multiple-input multiple-output singular value decomposition transmissions. IET Commun. 7(6) (2013) - 2012
- [j1]Fernando Rosas, Christian Oberli:
Modulation and SNR Optimization for Achieving Energy-Efficient Communications over Short-Range Fading Channels. IEEE Trans. Wirel. Commun. 11(12): 4286-4295 (2012) - [c3]Fernando Rosas, Christian Oberli:
Energy-efficient MIMO SVD communications. PIMRC 2012: 1588-1593 - [c2]Fernando Rosas, Christian Oberli:
Modulation Optimization for Achieving Energy Efficient Communications over Fading Channels. VTC Spring 2012: 1-5 - [c1]Fernando Rosas, Christian Oberli:
Nakagami-m approximations for MIMO SVD transmissions. WSA 2012: 176-180
Coauthor Index
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