Circuit Analysis

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

• Circuit Findingmethod0.846
  Interpretability technique for identifying functional sub-circuits in neural networks, supported by pyvene
• Circuit Interpretabilityconcept0.809
  Advantage of DiffLogic CA over NCA — learned rules are pure binary logic circuits that can be visualized and analyzed
• Circuits Threadframework0.777
  An open scientific collaboration hosted on Distill slack studying the inner workings of neural networks via zoomed-in mechanistic investigation
• Interactive Circuit Visualizationmethod0.767
  Interactive tool for visualizing and inspecting learned binary logic circuits using modified DigitalJS library
• Circuit Motifconcept0.758
  A recurring, abstract pattern found in circuits (e.g., equivariance, unioning over cases), inspired by circuit motifs in systems biology
• Circuits Frameworkframework0.755
  Mechanistic interpretability framework for understanding neural network computation as circuits of features
• Computational economic analysismethod0.755
  The dominant methodological approach across all discovered papers; contrasts with anthropological/historical comparison methods.
• Minimal Circuit Descriptionconcept0.745
  Hypothesis that discretization finds minimum-size circuits equivalent to minimal algorithmic descriptions of patterns