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连续动作与神经生物学启发的计算方法揭示了选择历史的动态。

Continuous action with a neurobiologically inspired computational approach reveals the dynamics of selection history.

机构信息

Brown University, Providence, Rhode Island, United Kingdom.

University of Birmingham, Birmingham, United Kingdom.

出版信息

PLoS Comput Biol. 2023 Jul 17;19(7):e1011283. doi: 10.1371/journal.pcbi.1011283. eCollection 2023 Jul.

DOI:10.1371/journal.pcbi.1011283
PMID:37459378
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10374010/
Abstract

Everyday perception-action interaction often requires selection of a single goal from multiple possibilities. According to a recent framework of attentional control, object selection is guided not only by the well-established factors of perceptual salience and current goals but also by selection history. Yet, underlying mechanisms linking selection history and visually-guided actions are poorly understood. To examine such interplay and disentangle the impact of target and distractor history on action selection, we employed a priming-of-popout (PoP) paradigm combined with continuous tracking of reaching movements and computational modeling. Participants reached an odd-colored target among homogeneous distractors while we systematically manipulated the sequence of target and distractor colors from one trial to the next. We observed that current reach movements were significantly influenced by the interaction between attraction by the prior target feature and repulsion by the prior distractor feature. With principal component regression, we found that inhibition led by prior distractors influenced reach target selection earlier than facilitation led by the prior target. In parallel, our newly developed computational model validated that current reach target selection can be explained best by the mechanism postulating the preceded impact of previous distractors followed by a previous target. Such converging empirical and computational evidence suggests that the prior selection history triggers a dynamic interplay between target facilitation and distractor inhibition to guide goal-directed action successfully. This, in turn, highlights the necessity of an explicitly integrated approach to determine how visual attentional selection links with adaptive actions in a complex environment.

摘要

日常的感知-动作交互通常需要从多种可能性中选择一个单一的目标。根据最近的注意力控制框架,目标选择不仅受到感知显著性和当前目标等既定因素的影响,还受到选择历史的影响。然而,将选择历史与视觉引导的动作联系起来的潜在机制还知之甚少。为了研究这种相互作用,并分离目标和干扰物历史对动作选择的影响,我们采用了一种突显启动(PoP)范式,结合了到达动作的连续跟踪和计算建模。参与者在同质的干扰物中寻找一种颜色不同的目标,而我们则从一试验到下一试验系统地操纵目标和干扰物颜色的顺序。我们观察到,当前的到达动作受到先前目标特征的吸引力和先前干扰物特征的排斥力之间相互作用的显著影响。通过主成分回归,我们发现先前干扰物引起的抑制比先前目标引起的促进更早地影响到达目标的选择。同时,我们新开发的计算模型验证了当前的到达目标选择可以通过先前的干扰物的先前影响随后是先前的目标的机制来最好地解释。这种经验和计算证据的趋同表明,先前的选择历史引发了目标促进和干扰物抑制之间的动态相互作用,成功地指导了目标导向的动作。这反过来又强调了需要一种明确的综合方法来确定在复杂环境中视觉注意力选择如何与适应性动作联系起来。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/02f4e71f5fad/pcbi.1011283.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/57fb85a7c75b/pcbi.1011283.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/9b373b6f23c3/pcbi.1011283.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/82680146d9aa/pcbi.1011283.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/02f4e71f5fad/pcbi.1011283.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/57fb85a7c75b/pcbi.1011283.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/9b373b6f23c3/pcbi.1011283.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/82680146d9aa/pcbi.1011283.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03e8/10374010/02f4e71f5fad/pcbi.1011283.g004.jpg

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