The subjective meaning of cognitive architecture: A Marrian analysis

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Abstract

Marr famously decomposed cognitive theories into three levels. Newell, Pylyshyn, and Anderson offered parallel decompositions of cognitive architectures, which are psychologically plausible computational formalisms for expressing computational models of cognition. These analyses focused on the objective meaning of each level - how it supports computational models that correspond to cognitive phenomena. This paper develops a complementary analysis of the subjective meaning of each level - how it helps cognitive scientists understand cognition. It then argues against calls to eliminatively reduce higher levels to lower levels, for example, in the name of parsimony. Finally, it argues that the failure to attend to the multiple meanings and levels of cognitive architecture contributes to the current, disunified state of theoretical cognitive science.

Original languageEnglish (US)
Article number440
JournalFrontiers in Psychology
Volume5
Issue numberMAY
DOIs
StatePublished - 2014

Keywords

  • Cognitive architecture
  • Computational models
  • Identifiability
  • Parsimony
  • Reduction
  • Unified theories of cognition

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