Evidence accumulation during perceptual decision-making is sensitive to the dynamics of attentional selection

感知 选择(遗传算法) 认知心理学 心理学 动力学(音乐) 认知科学 计算机科学 神经科学 人工智能 教育学
作者
Dragan Rangelov,Jason B. Mattingley
出处
期刊:NeuroImage [Elsevier]
卷期号:220: 117093-117093 被引量:26
标识
DOI:10.1016/j.neuroimage.2020.117093
摘要

The ability to select and combine multiple sensory inputs in support of accurate decisions is a hallmark of adaptive behaviour. Attentional selection is often needed to prioritize task-relevant stimuli relative to irrelevant, potentially distracting stimuli. As most studies of perceptual decision-making to date have made use of task-relevant stimuli only, relatively little is known about how attention modulates decision making. To address this issue, we developed a novel 'integrated' decision-making task, in which participants judged the average direction of successive target motion signals while ignoring concurrent and spatially overlapping distractor motion signals. In two experiments that varied the role of attentional selection, we used regression to quantify the influence of target and distractor stimuli on behaviour. Using electroencephalography, we characterised the neural correlates of decision making, attentional selection and feature-specific responses to target and distractor signals. While targets strongly influenced perceptual decisions and associated neural activity, we also found that concurrent and spatially coincident distractors exerted a measurable bias on both behaviour and brain activity. Our findings suggest that attention operates as a real-time but imperfect filter during perceptual decision-making by dynamically modulating the contributions of task-relevant and irrelevant sensory inputs.

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