Luppi, Andrea I
- 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
Physics and Astronomy · #nlin.AO
- 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 · 8 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)
- Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics
2023/03/08 by Fernando E. Rosas, Rosas, Fernando E., Diego Candia‐Rivera +7 · 2 citations
Computer Science · Medicine · #FOS: Biological sciences #Heart Rate Variability and Autonomic Control #Quantitative Methods (q-bio.QM) #Time Series Analysis and Forecasting
- Evolving reservoir computers reveals bidirectional coupling between predictive power and emergent dynamics
2024/06/27 by Hanna M. Tolle, Andrea I. Luppi, Tolle, Hanna M. +5 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Biological sciences #Neural Networks and Reservoir Computing #Neurons and Cognition (q-bio.NC)
- Information decomposition reveals hidden high-order contributions to temporal irreversibility
2023/08/10 by Luppi, Andrea I, Rosas, Fernando E., Deco, Gustavo +2 · 1 citation
#Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Mathematical Physics (math-ph) #Neurons and Cognition (q-bio.NC) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)