The speed-accuracy tradeoff: methodology, and behavior

被引:544
作者
Heitz, Richard P. [1 ]
机构
[1] Vanderbilt Univ, Vanderbilt Vis Res Ctr, Ctr Integrat & Cognit Neurosci, Dept Psychol, Nashville, TN 37240 USA
关键词
speed-accuracy tradeoff; decision-making; PERCEPTUAL DECISION-MAKING; WORKING-MEMORY CAPACITY; DIFFUSION-MODEL ACCOUNT; NEST-SITE SELECTION; SHORT-TERM-MEMORY; REACTION-TIME; RESPONSE-TIMES; STOCHASTIC DESCRIPTION; INDIVIDUAL-DIFFERENCES; BOUNDARY OPTIMALITY;
D O I
10.3389/fnins.2014.00150
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
There are few behavioral effects as ubiquitous as the speed-accuracy tradeoff (SAT). From insects to rodents to primates, the tendency for decision speed to covary with decision accuracy seems an inescapable property of choice behavior. Recently, the SAT has received renewed interest, as neuroscience approaches begin to uncover its neural underpinnings and computational models are compelled to incorporate it as a necessary benchmark. The present work provides a comprehensive overview of SAT First, I trace its history as a tractable behavioral phenomenon and the role it has played in shaping mathematical descriptions of the decision process. Second, I present a "users guide" of SAT methodology, including a critical review of common experimental manipulations and analysis techniques and a treatment of the typical behavioral patterns that emerge when SAT is manipulated directly. Finally, I review applications of this methodology in several domains.
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页数:19
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