Winner-Take-All Computation

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

• Winner take-all architectures of decision-making are already commonplace in computational neuroscience, and the softmax function provides a smooth approximation.claim0.735
  Neural plausibility argument for softmax policy selection.
• Turing Testframework0.724
  A test of intelligence via linguistic performance; deemed insufficient for sentience assessment by Levin.
• Sum-Over-Paths Methodconcept0.721
  Feynman's quantum method where global behavior of light emerges from local behaviors with assigned probabilities; cited as example of global emerging from local
• Computation is a game of empowerment and, therefore, the investment in opening the design process remains a critical challenge for contemporary architecture.claim0.717
  Final normative claim: computation’s nature as a game demands architectural openness, a challenge yet to be met.
• Every decision has an effect on every other.claim0.713
  Posits total interconnectivity of compositional choices.
• Turing Machineconcept0.710
  Theoretical construct establishing classical demarcation between machine and environment via input/output channels.
• attention computationconcept0.706
  Process using Q, K, V to compute a heat map over K and weighted sum of V.
• Can we characterize polynomial-time computation and other complexity classes in such terms?question0.706
  Hoping for machine-independent, geometrical characterizations of complexity classes via interaction models.