UPDATE RULE PLUGINS

permutation

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Update rule plugin, replacing the state with its permutation, augmented by the current signal.

See also: https://creatingintelligence.org/#permutation

Details

  • Plugin for delay and temporal components.
  • Not applicable with auto-associative memory (auto).
  • Transparently handles multiset and inhibitory signals.
  • Repeated permutation of the temporal state encodes temporal sequences.

Delay component with temporal sequence permutation

The delay component applying the permutation update rule:

{ "hyperparameters": {"default": [1000, 10]},
  "dataflow": [
    {"component": "input", "send": [1]},
    {"component": "delay", "plugin": "augmentation", 
        "send": [11], "receive": [1], "capacity": 2, "decay": 0.15},
    {"component": "output", "receive": [11]}
  ]}

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Temporal associative memory with state permutation

Used as a plugin for the temporal component, permutation aggregates a state that preservers the order of prior inputs.

{ "hyperparameters": {"default": [1000, 10]},
  "dataflow": [
    {"component": "input", "send": [1]},
    {"component": "temporal", "plugin": "permutation", 
        "send": [11], "receive": [1], "capacity": 2},
    {"component": "output", "receive": [11]}
  ]}

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