Associative Plasticity

Learning mechanism: parameter updates resemble classical Hebbian learning with associative and decay terms.

Neighborhood — ranked by edge-count

concept

in-context learning (ICL)
supports
Test-time adaptation from prompt or retrieved context with no parameter updates.

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.

Plasticityconcept0.819
Property of minds to adapt to radical changes in substrate, form, and embodiment across lifetime and evolution.
Regulative Plasticityconcept0.816
The ability of biological structures to adjust to perturbations (injury, internal modifications) and still accomplish adaptive tasks across multiple problem spaces.
Plasticity of the Selfconcept0.815
The Self is not fixed; its boundaries, goals, and substrate can change during the lifetime of an agent.
Synaptic Plasticityconcept0.807
Experience-dependent changes in synaptic weights, implementing learning of A, B, D matrices.
Associative Memoryconcept0.802
Memory system that stores patterns in connection weights and recalls them from partial or noisy cues; property of Hopfield networks and evolved networks
phenotypic plasticityconcept0.786
Capacity of a single genotype to produce different phenotypes in response to environment; a key enabler for evolution.
Plasticity Of Lifeconcept0.784
Particle Plasticityconcept0.780
Physical plasticity of individual cells or particles enabling adaptation to novel environments.