The neural and computational basis of controlled speed-accuracy tradeoff during task performance

Vincent Van Veen, Marie K. Krug, Cameron S Carter

Research output: Contribution to journalArticle

138 Citations (Scopus)

Abstract

People are capable, at will, of trading speed for accuracy when performing a task; they can focus on performing accurately at the cost of being slow, or emphasize speed at the cost of decreased accuracy. Here, we used functional magnetic resonance imaging to investigate the neural correlates of this ability. We show increased baseline activity during speed emphasis in a network of areas related to response preparation and execution, including the premotor areas of the frontal lobe, the basal ganglia, the thalamus, and the dorsolateral prefrontal and left parietal cortices. Furthermore, speed emphasis was associated with reduced transient response-related activation in several of these structures, suggesting that because of the greater baseline activity under speed emphasis, less activation is needed in these structures to reach response threshold, consistent with the assumptions of several computational theories. Moreover, we identify the dorsolateral prefrontal cortex as providing the top-down control signal that increases this baseline activity.

Original languageEnglish (US)
Pages (from-to)1952-1965
Number of pages14
JournalJournal of Cognitive Neuroscience
Volume20
Issue number11
DOIs
StatePublished - Nov 2008

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Parietal Lobe
Aptitude
Motor Cortex
Task Performance and Analysis
Frontal Lobe
Basal Ganglia
Prefrontal Cortex
Thalamus
Magnetic Resonance Imaging

ASJC Scopus subject areas

  • Cognitive Neuroscience

Cite this

The neural and computational basis of controlled speed-accuracy tradeoff during task performance. / Van Veen, Vincent; Krug, Marie K.; Carter, Cameron S.

In: Journal of Cognitive Neuroscience, Vol. 20, No. 11, 11.2008, p. 1952-1965.

Research output: Contribution to journalArticle

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