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范畴判断不会改变工作记忆中的感觉表示。

Categorical judgments do not modify sensory representations in working memory.

机构信息

Zuckerman Institute, Columbia University, New York, United States of America.

Department of Psychology, University of Pennsylvania, Philadelphia, United States of America.

出版信息

PLoS Comput Biol. 2021 Jun 1;17(6):e1008968. doi: 10.1371/journal.pcbi.1008968. eCollection 2021 Jun.

Abstract

Categorical judgments can systematically bias the perceptual interpretation of stimulus features. However, it remained unclear whether categorical judgments directly modify working memory representations or, alternatively, generate these biases via an inference process down-stream from working memory. To address this question we ran two novel psychophysical experiments in which human subjects had to reverse their categorical judgments about a stimulus feature, if incorrect, before providing an estimate of the feature. If categorical judgments indeed directly altered sensory representations in working memory, subjects' estimates should reflect some aspects of their initial (incorrect) categorical judgment in those trials. We found no traces of the initial categorical judgment. Rather, subjects seemed to be able to flexibly switch their categorical judgment if needed and use the correct corresponding categorical prior to properly perform feature inference. A cross-validated model comparison also revealed that feedback may lead to selective memory recall such that only memory samples that are consistent with the categorical judgment are accepted for the inference process. Our results suggest that categorical judgments do not modify sensory information in working memory but rather act as top-down expectations in the subsequent sensory recall and inference process.

摘要

类别判断可以系统地影响对刺激特征的感知解释。然而,目前尚不清楚类别判断是否直接修改工作记忆的表示,或者是否通过工作记忆下游的推理过程产生这些偏差。为了解决这个问题,我们进行了两项新的心理物理实验,在这些实验中,人类被试必须在提供特征估计之前,如果之前的判断错误,就反转对刺激特征的类别判断。如果类别判断确实直接改变了工作记忆中的感觉表示,那么在这些试验中,被试的估计应该反映出他们最初(错误)类别判断的某些方面。然而,我们没有发现初始类别判断的任何痕迹。相反,如果需要,被试似乎能够灵活地切换他们的类别判断,并在正确执行特征推理之前使用正确的相应类别先验。交叉验证的模型比较也表明,反馈可能导致选择性记忆回忆,使得只有与类别判断一致的记忆样本被接受用于推理过程。我们的结果表明,类别判断不会修改工作记忆中的感觉信息,而是在随后的感觉回忆和推理过程中作为自上而下的期望起作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0cc4/8195411/ff856394fe47/pcbi.1008968.g001.jpg

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