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Null models for comparing information decomposition across complex systems

Fig 2

(a) Distributions of redundancy, unique information, and synergy with MMI definition for TMI=1.0 nat and (b) TMI=3.0 nat.

(c) PID-atom averages for different values of mutual information over random Gaussian systems with 2 univariate sources and a univariate target. (d) Same as (c) but with NMI-normalised PID atoms.

Fig 2

doi: https://doi.org/10.1371/journal.pcbi.1013629.g002