Multisensory Integration

The self-prior learns associations between visual and proprioceptive modalities without explicit design

Neighborhood — ranked by edge-count

framework

Self-Prior
implements
The key novel contribution: an internal model that learns the density of familiar multisensory experiences and drives mark-removal behavior through mismatch with the free energy principle

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.

Sensory Integrationconcept0.818
Integrationconcept0.786
Key property enabling organized collective action; mechanism by which parts coordinate into functional wholes.
Information Integrationmethod0.783
Integration of signals across components to compute holistic states, a hallmark of organismic individuality and basal cognition
Recurrent Integrationconcept0.765
Computational property emphasized across consciousness theories as necessary for conscious processing
Euler integrationmethod0.755
Numerical method used to integrate stochastic differential equations of the primordial soup.
predictive integrationconcept0.751
The mid-to-late layer computational process that converts routed perturbation signals into explicit predictions
Deep Integrationconcept0.749
Methodological approach privileging no single discipline; facilitates mutually informed explorative conversation on equal footing across frameworks
Multiscale systemsconcept0.734
Systems prevalent in biology that can organize into complex patterns; architecture supports long-range coherence.