498 citations · 1.6k across the 46 of their papers we have counts for
4 papers · 1 filter
Software in the natural world: A computational approach to hierarchical emergence
Fernando E. Rosas, Bernhard C. Geiger, Andrea I Luppi +4
Understanding the functional architecture of complex systems is crucial to illuminate their inner workings and enable effective methods for their prediction and control. Recent adv…
Dynamical noise can enhance high-order statistical structure in complex systems
Patricio Orio, Pedro A. M. Mediano, Fernando E. Rosas
Recent research has provided a wealth of evidence highlighting the pivotal role of high-order interdependencies in supporting the information-processing capabilities of distributed…
Causal blankets: Theory and algorithmic framework
Fernando E. Rosas, Pedro A. M. Mediano, Martin Biehl +2
We introduce a novel framework to identify perception-action loops (PALOs) directly from data based on the principles of computational mechanics. Our approach is based on the notio…
An information-theoretic approach to self-organisation: Emergence of complex interdependencies in coupled dynamical systems
Fernando Rosas, Pedro A. M. Mediano, Martin Ugarte +1
Self-organisation lies at the core of fundamental but still unresolved scientific questions, and holds the promise of de-centralised paradigms crucial for future technological deve…