498 citations · 765 across the 34 of their papers we have counts for
3 papers · 1 filter
Beyond integrated information: A taxonomy of information dynamics phenomena
Pedro A. M. Mediano, Fernando Rosas, Robin L. Carhart-Harris +2
Most information dynamics and statistical causal analysis frameworks rely on the common intuition that causal interactions are intrinsically pairwise -- every 'cause' variable has…
Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information
Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar +1
This article introduces a model-agnostic approach to study statistical synergy, a form of emergence in which patterns at large scales are not traceable from lower scales. Our frame…
The Phi measure of integrated information is not well-defined for general physical systems
Adam B. Barrett, Pedro A. M. Mediano
According to the Integrated Information Theory of Consciousness, consciousness is a fundamental observer-independent property of physical systems, and the measure Phi of integrated…