Fernando E. Rosas
- Software in the natural world: A computational approach to hierarchical emergence
2024/02/14 by Fernando E. Rosas, Rosas, Fernando E., Bernhard C. Geiger +11 · 6 voices · 4 citations
#nlin.AO
- Greater than the parts: A review of the information decomposition\n approach to causal emergence
2021/11/11 by Pedro A. M. Mediano, Fernando E. Rosas, Mediano, Pedro A. M. +13 · 4 citations
Neuroscience · Physics and Astronomy · #Neural dynamics and brain function #Quantum Mechanics and Applications #Advanced Thermodynamics and Statistical Mechanics
- Disentangling high-order mechanisms and high-order behaviours in complex systems
2022/03/21 by Fernando E. Rosas, Pedro A. M. Mediano, Andrea I. Luppi +5 · 1 voice · 3 citations
#cs.IT #physics.data-an
- Towards an extended taxonomy of information dynamics via Integrated Information Decomposition
2021/09/27 by Pedro A. M. Mediano, Fernando E. Rosas, Mediano, Pedro A. M. +11 · 3 citations
Economics, Econometrics and Finance · Physics and Astronomy · #Complex Network Analysis Techniques #Complex Systems and Time Series Analysis #Data Analysis #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC) #Statistical Mechanics and Entropy #Statistics and Probability (physics.data-an)
- Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks
2022/10/06 by Alexandra M. Proca, Fernando E. Rosas, Proca, Alexandra M. +9 · 3 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Beyond integrated information: A taxonomy of information dynamics phenomena
2019/09/05 by Pedro A. M. Mediano, Fernando E. Rosas, Mediano, Pedro A. M. +7 · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Cognitive Science and Education Research #Data Analysis #FOS: Biological sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Neurons and Cognition (q-bio.NC) #Opinion Dynamics and Social Influence #Statistics and Probability (physics.data-an)
- Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics
2024/09/18 by Mikhail Prokopenko, Prokopenko, Mikhail, Paul Davies +15 · 2 citations
Decision Sciences · Physics and Astronomy · #03Dxx #37N25 #68Qxx #92Dxx #Adaptation and Self-Organizing Systems (nlin.AO) #Cellular Automata and Lattice Gases (nlin.CG) #Complex Network Analysis Techniques #F.1.1 #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Formal Languages and Automata Theory (cs.FL) #Logic in Computer Science (cs.LO) #Opinion Dynamics and Social Influence #Populations and Evolution (q-bio.PE) #Scientific Computing and Data Management
- Explosive neural networks via higher-order interactions in curved statistical manifolds
2024/08/05 by Miguel Aguilera, Pablo A. Morales, Aguilera, Miguel +5 · 2 citations
Computer Science · #Adaptation and Self-Organizing Systems (nlin.AO) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Face and Expression Recognition #Image Processing and 3D Reconstruction #Information Theory (cs.IT) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Mechanics (cond-mat.stat-mech)
- Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics
2023/03/08 by Fernando E. Rosas, Diego Candia‐Rivera, Rosas, Fernando E. +7 · 1 citation
Computer Science · Medicine · #FOS: Biological sciences #Heart Rate Variability and Autonomic Control #Quantitative Methods (q-bio.QM) #Time Series Analysis and Forecasting
- Characterising directed and undirected metrics of high-order interdependence
2024/04/10 by Fernando E. Rosas, Rosas, Fernando E., Pedro A. M. Mediano +3 · 1 citation
Business, Management and Accounting · Decision Sciences · Engineering · #Complex Systems and Decision Making #FOS: Computer and information sciences #Information Theory (cs.IT) #Infrastructure Resilience and Vulnerability Analysis #Supply Chain Resilience and Risk Management
- Shannon invariants: A scalable approach to information decomposition
2025/04/22 by Aaron J. Gutknecht, Gutknecht, Aaron J., Fernando E. Rosas +9 · 1 voice · 3 citations
#cs.IT #cs.AI #cs.LG #nlin.AO #physics.data-an
- Characterising high-order interdependence via entropic conjugation
2024/10/14 by Fernando E. Rosas, Aaron Gutknecht, Rosas, Fernando E. +5 · 1 citation
Engineering · #Advancements in Semiconductor Devices and Circuit Design #Radiation Effects in Electronics
- Top-down and bottom-up neuroscience: overcoming the clash of research cultures
2025/07/21 by Fernando E. Rosas, Andrea I. Luppi, Pedro A. M. Mediano +3 · 1 voice · 2 citations
Neuroscience · Biochemistry, Genetics and Molecular Biology · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Cell Image Analysis Techniques
- Generalised Bellman recurrence and three dualities in sequential decision-making
2026/07/20 by Fernando E. Rosas, David Hyland, Daniel Polani
#cs.LG #cs.AI