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基于干扰项上下文对目标特征进行灵活加权。

Flexible weighting of target features based on distractor context.

作者信息

Lee Jeongmi, Geng Joy J

机构信息

Graduate School of Culture Technology, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Yuseong-gu, Daejeon, 34141, South Korea.

Center for Mind and Brain, University of California, Davis, 267 Cousteau Pl, Davis, CA, 95618, USA.

出版信息

Atten Percept Psychophys. 2020 Feb;82(2):739-751. doi: 10.3758/s13414-019-01910-5.

Abstract

Models of attention posit that attentional priority is established by summing the saliency and relevancy signals from feature-selective maps. The dimension-weighting account further hypothesizes that information from each feature-selective map is weighted based on expectations of how informative each dimension will be. In the current studies, we investigated the question of whether attentional biases to the features of a conjunction target (color and orientation) differ when one dimension is expected to be more diagnostic of the target. In a series of color-orientation conjunction search tasks, observers saw an exact cue for the upcoming target, while the probability of distractors sharing a target feature in each dimension was manipulated. In one context, distractors were more likely to share the target color, and in another, distractors were more likely to share the target orientation. The results indicated that despite an overall bias toward color, attentional priority to each target feature was flexibly adjusted according to distractor context: RT and accuracy performance was better when the diagnostic feature was expected than unexpected. This occurred both when the distractor context was learned implicitly and explicitly. These results suggest that feature-based enhancement can occur selectively for the dimension expected to be most informative in distinguishing the target from distractors.

摘要

注意力模型假定,注意力优先级是通过对特征选择图中的显著性和相关性信号进行求和来确立的。维度加权理论进一步假设,来自每个特征选择图的信息会根据对每个维度信息量的预期进行加权。在当前的研究中,我们探究了这样一个问题:当预期某一维度对目标更具诊断性时,对合取目标(颜色和方向)特征的注意力偏差是否会有所不同。在一系列颜色-方向合取搜索任务中,观察者会看到即将出现目标的确切提示,同时操纵每个维度上干扰项与目标特征相同的概率。在一种情境下,干扰项更有可能与目标颜色相同,而在另一种情境下,干扰项更有可能与目标方向相同。结果表明,尽管总体上偏向颜色,但对每个目标特征的注意力优先级会根据干扰项情境进行灵活调整:当预期出现诊断性特征而非未预期特征时,反应时和准确率表现更佳。无论是在干扰项情境被隐性学习还是显性学习的情况下,均出现了这种情况。这些结果表明,基于特征的增强可以针对预期在区分目标与干扰项时信息量最大的维度进行选择性发生。

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