concept
active
concept:recurrent-networks

Recurrent networks

Networks with loop connections that can maintain internal state and exhibit dynamical attractors.

Neighborhood — ranked by edge-count

Related by similarity (8)

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.

  • The key novel property of DiffLogic CA — logic gate networks that are recurrent both spatially and temporally
  • Bijective invertible architecture used to implement non-linear alignment maps ϕ_nonlin
  • Computational property emphasized across consciousness theories as necessary for conscious processing
  • Flow networksconcept0.754
    Networks for transport via fluid flow (biological vascular, engineered microfluidic); pipe properties adapt locally to control flow conductance and enable learning
  • Elastic networksconcept0.753
    Spring networks and mechanical systems used to demonstrate physical learning through modifications of bond stiffnesses in response to strain
  • The interdependence of morphogenetic sequences, where each triggers others to repair the whole environment, analogous to arithmetic operations.
  • Hierarchical networksframework0.744
    Third model system studied; shown to support complex pattern formation unlike flat architectures.
  • Networks without feedback loops, such as the Perceptron; limited to linearly separable functions.