Relation between centro-parietal positivity and diffusion model parameters in both perceptual and memory-based decision making

被引:23
作者
van Vugt, Marieke K. [1 ]
Beulen, Marijke A. [1 ]
Taatgen, Niels A. [1 ]
机构
[1] Univ Groningen, Bernoulli Inst Math Comp Sci & Artificial Intelli, Nijenborgh 9,Room 320, NL-9747 AG Groningen, Netherlands
关键词
EEG; ERP; Decision making; Recognition memory; Drift-diffusion model; Accumulator models; CPP; EVIDENCE ACCUMULATION; EEG; RECOGNITION; P300; CNV; REPRESENTATION; POTENTIALS; ACCURACY; CHOICE; TESTS;
D O I
10.1016/j.brainres.2019.03.008
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Several studies have suggested that the centro-parietal positivity (CPP), an EEG potential occurring approximately 500 ms post-stimulus, reflects the accumulation of evidence for making a decision. Yet, most previous studies of the CPP focused exclusively on perceptual decisions with very simple stimuli. In this study, we examined how the dynamics of the CPP depended on the type of decision being made, and whether its slope was related to parameters of an accumulator model of decision making. We show initial evidence that memory- and perceptual decisions about carefully-controlled face stimuli exhibit similar dynamics, but offset by a time difference in decision onset. Importantly, the individual-trial slopes of the CPP are related to the accumulator model's drift parameter. These findings help to further understand the role of the CPP across different kinds of decisions.
引用
收藏
页码:1 / 12
页数:12
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