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

Included in:

Assembly, AssemblyNetwork, Unit

Defined in:

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

Constant Summary

MAX_UNITS =

500

MAX_ASSEMBLIES =

100

MAX_CONNECTIONS_PER_UNIT =

30

MAX_ACTIVATION_HISTORY =

200

DEFAULT_WEIGHT =

0.1

WEIGHT_FLOOR =

0.01

MAX_WEIGHT =

1.0

LEARNING_RATE =

0.05

WEIGHT_DECAY =

0.002

ACTIVATION_THRESHOLD =

0.3

CO_ACTIVATION_WINDOW =

5

ASSEMBLY_THRESHOLD =

3

ASSEMBLY_MIN_WEIGHT =

0.3

CONSOLIDATION_BOOST =

0.02

COMPETITION_FACTOR =

0.01

WEIGHT_LABELS =

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

ASSEMBLY_STATE_LABELS =

{
  active:     'assembly currently firing',
  primed:     'assembly recently active',
  dormant:    'assembly stable but inactive',
  forming:    'assembly still consolidating',
  dissolving: 'assembly losing coherence'
}.freeze