integrated information (ΦID)

Measure of self-coherence; proposed to test if memories increase composite system coherence.

Neighborhood — ranked by edge-count

concept

ΦID (Integrated Information Decomposition)
related_tosame_as
Recently proposed method for estimating causal emergence; applied to RL agent latent-space representations.
Cognitive glue
associated_with
The mechanisms that bind together composite agents—memories are proposed as one key type of cognitive glue that reifies selves.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Integrated Information Decomposition (ΦID)framework0.898
A mathematical framework for decomposing information flow into causal constituents, used here to quantify causal emergence from latent dynamics.
Information Integrationmethod0.778
Integration of signals across components to compute holistic states, a hallmark of organismic individuality and basal cognition
Integrated Information Theoryframework0.761
Tononi et al. framework quantifying consciousness via integration; provides mathematical tools for measuring agent complexity.
Integrationconcept0.730
Key property enabling organized collective action; mechanism by which parts coordinate into functional wholes.
Information theory (predictive, synergistic, integrated)framework0.729
Formal mathematical framework (Bialek, Tononi, etc.) proposed to characterize autonomous agents and synergies between them.
Sensory Integrationconcept0.719
Partial Information Decomposition (PID)framework0.719
Williams and Beer's decomposition of joint mutual information into unique, redundant, and synergistic components.
Mutual Informationconcept0.718
Expected mutual information between future states and outcomes; equivalent to intrinsic value.