Unlimited associative learning capacity (UAL-capacity)

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

• Unlimited Associative Learning (UAL)framework0.917
  A proposed marker of consciousness and cognitive transition discussed by Ginsburg and Jablonka.
• The capacity for unlimited associative learning is not a good indicator for consciousness in AI.claim0.817
  Rejecting UAL as a reliable indicator for artificial systems.
• On a Model of Associative Memory with Huge Storage Capacity (Demircigil et al., 2017)concept0.757
  Analytical result showing exponential power activation allows memory storage scaling as 2^(N/2); cited in context of Hopfield scaling.
• Associative learning criterion can occur in gene regulatory networks and non-neural morphogenetic agentshypothesis0.732
• Associative Learningconcept0.727
  Sentience criterion; capacity occurs even in gene regulatory networks and non-neural morphogenetic agents.
• Efficient hardware support for large n-dimensional associative memory would enable implementations of diverse object models.finding0.720
• Associative learning occurs in gene regulatory networks and other non-neural systems, making it substrate-independent.claim0.713
• Associative Memoryconcept0.713
  Memory system that stores patterns in connection weights and recalls them from partial or noisy cues; property of Hopfield networks and evolved networks