articleCognitive ScienceMay 1, 2003Closed access

Controlled & automatic processing: behavior, theory, and biological mechanisms

University of Pittsburgh

Indexed incrossref

Abstract

Abstract This paper provides an overview of developments in a dual processing theory of automatic and controlled processing that began with the empirical and theoretical work described by Schneider and Shiffrin (1977) and Shiffrin and Schneider (1977) over a quarter century ago. A review of relevant empirical findings suggests that there is a set of core behavioral phenomena reflecting differences between controlled and automatic processing that must be addressed by a successful theory. These phenomena relate to: consistency in training, serial versus parallel processing, level of effort, robustness to stressors, degree of control, effects on long‐term memory, and priority encoding. We detail a computational…

Citation impact

710
total citations
FWCI
6.52
Percentile
100%
References
98
Citations per year

Authors

2

Topics & keywords

Keywords
  • Connectionism
  • Computer science
  • Information processing
  • Computational model
  • Artificial intelligence
  • Psychology
  • Cognitive psychology
  • Artificial neural network
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