Deterministic Causal Model

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

• dynamic causal modelsconcept0.845
  Nonlinear models of brain dynamics that can be inverted via DEM.
• Determinismconcept0.818
  Component of EI measuring how uniquely the current state determines the future state.
• Acyclic Causal Modelconcept0.807
  Consists of input, intermediate, and output variables with associated causal mechanisms; the mathematical object central to DAS.
• Causal Mediationconcept0.805
  Whether an internal direction causally controls a target behavior, verified by intervention success
• Deterministic Chaosconcept0.805
  Amplification of small differences in initial conditions; cited as a property that future autonomous machines will share with living systems
• Causal Mediation of Model Outputsconcept0.802
  The extent to which a probe direction, when intervened upon, actually changes model outputs — contrasted with mere classification accuracy
• Causal Mechanismconcept0.793
  Function determining the value of a variable based on its causal parents in an acyclic causal model.
• Causal abstractionconcept0.788
  A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs