UPDATE RULE PLUGINS

complement

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Update rule plugin for auto-associative memory and temporal integration, updating the state by removing the current signal.

See also: https://creatingintelligence.org/#update-rules

Details

  • Plugin for auto, delay, and temporal components.
  • Transparently handles multisets and inhibitory signals.
  • Corresponds to the set complement after deduplication.

Auto-associative memory with complement update

As a plugin for the auto component, the complement update removes the retrieved pattern from the query pattern, leaving only the novel elements.

{ "hyperparameters": {"default": [1000, 10]},
  "dataflow": [
    {"component": "input", "send": [1]},
    {"component": "auto", "plugin": "residual", "send": [2], "receive": [1]},
    {"component": "output", "receive": [2]}
  ]}

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See also: https://creatingintelligence.org/#auto-associative-memory

Delay with complement plugin

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

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Temporal associative memory with complement plugin

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

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