Cognitive Science 36 (1):62-101 (2012)
Abstract |
This article discusses how sequential sampling models can be integrated in a cognitive architecture. The new theory Retrieval by Accumulating Evidence in an Architecture (RACE/A) combines the level of detail typically provided by sequential sampling models with the level of task complexity typically provided by cognitive architectures. We will use RACE/A to model data from two variants of a picture–word interference task in a psychological refractory period design. These models will demonstrate how RACE/A enables interactions between sequential sampling and long-term declarative learning, and between sequential sampling and task control. In a traditional sequential sampling model, the onset of the process within the task is unclear, as is the number of sampling processes. RACE/A provides a theoretical basis for estimating the onset of sequential sampling processes during task execution and allows for easy modeling of multiple sequential sampling processes within a task
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Keywords | Drift diffusion model ACT‐R PRP/dual‐task Picture–word interference Accumulator model Sequential sampling process Cognitive architecture |
Categories | (categorize this paper) |
DOI | 10.1111/j.1551-6709.2011.01213.x |
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References found in this work BETA
Conflict Monitoring and Cognitive Control.Matthew M. Botvinick, Todd S. Braver, Deanna M. Barch, Cameron S. Carter & Jonathan D. Cohen - 2001 - Psychological Review 108 (3):624-652.
A Theory of Lexical Access in Speech Production.Willem J. M. Levelt, Ardi Roelofs & Antje S. Meyer - 1999 - Behavioral and Brain Sciences 22 (1):1-38.
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Citations of this work BETA
The Nature and Transfer of Cognitive Skills.Niels A. Taatgen - 2013 - Psychological Review 120 (3):439-471.
‘Theory of Mind’ in Animals: Ways to Make Progress.Elske van der Vaart & Charlotte K. Hemelrijk - 2014 - Synthese 191 (3).
Mechanisms of Reference Frame Selection in Spatial Term Use: Computational and Empirical Studies.Holger Schultheis & Laura A. Carlson - 2017 - Cognitive Science 41 (2):276-325.
'Theory of Mind' in Animals: Ways to Make Progress.Elske Vaart & Charlotte K. Hemelrijk - 2012 - Synthese (3):1-20.
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