Module: Legion::Extensions::Agentic::Learning::Plasticity::Helpers::Constants

Included in:

NeuralPathway, PlasticityEngine, Runners::CognitivePlasticity

Defined in:

lib/legion/extensions/agentic/learning/plasticity/helpers/constants.rb

Constant Summary

MAX_PATHWAYS =

300

MAX_EVENTS =

500

DEFAULT_LEARNING_RATE =

0.5

STRENGTHENING_RATE =

0.08

PRUNING_THRESHOLD =

0.15

CRITICAL_PERIOD_MULTIPLIER =

2.5

MATURATION_RATE =

0.01

PLASTICITY_LABELS =

{
  (0.8..)     => :highly_plastic,
  (0.6...0.8) => :plastic,
  (0.4...0.6) => :moderate,
  (0.2...0.4) => :rigid,
  (..0.2)     => :crystallized
}.freeze

STRENGTH_LABELS =

{
  (0.8..)     => :robust,
  (0.6...0.8) => :strong,
  (0.4...0.6) => :moderate,
  (0.2...0.4) => :weak,
  (..0.2)     => :nascent
}.freeze

PATHWAY_TYPES =

%i[
  synaptic structural functional
  homeostatic metaplastic
].freeze