Using TVA to model cognitive control
Tue-B16-Talk IV-05
Presented by: Steven Blurton
We have recently developed an extension to TVA that makes the theory applicable to response times (RT) based tasks. In this talk, we present results from applying a TVA-based RT model to data obtained in a Simon task. The Simon task is a simple perceptual decision task that requires cognitive control to supress task-irrelevant location information and solve response conflicts. We review some of the various models and theoretical accounts which have been proposed to explain performance in the Simon task, and present a new, TVA-based response time model designed to explain RT distributions, delta curves, and sequence effects. This model can explain the typical negative going delta curves with the assumption of a mixture of TVA parameters, an assumption we derived from the Executive Control Theory of Visual Attention (ecTVA, Logan & Gordon, 2001, Psychological Review). For all model evaluations, we present newly collected data from an extended version of the Simon task. The increased number of trials in the task improved the estimates of RT distribution and also allowed us to analyse learning effects during this task. Our results support the notion that learning decreases the typical RT effects in a Simon task. All results are discussed from a model-based perspective in terms of the TVA-based model. We conclude by considering the scopes and limitations of our approach and applications to other experimental paradigms typically used to assess cognitive control.
Keywords: Cognitive control, visual attention, response time modeling