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脑电活动表象模式相似性揭示语言理解过程中的快速而特定的预测。

Representational Pattern Similarity of Electrical Brain Activity Reveals Rapid and Specific Prediction during Language Comprehension.

机构信息

Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA.

Department of Psychology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA.

出版信息

Cereb Cortex. 2021 Jul 29;31(9):4300-4313. doi: 10.1093/cercor/bhab087.

Abstract

Predicting upcoming events is a critical function of the brain, and language provides a fertile testing ground for studying prediction, as comprehenders use context to predict features of upcoming words. Many aspects of the mechanisms of prediction remain elusive, partly due to a lack of methodological tools to probe prediction formation in the moment. To elucidate what features are neurally preactivated and when, we used representational similarity analysis on previously collected sentence reading data. We compared EEG activity patterns elicited by expected and unexpected sentence final words to patterns from the preceding words of the sentence, in both strongly and weakly constraining sentences. Pattern similarity with the final word was increased in an early time window following the presentation of the pre-final word, and this increase was modulated by both expectancy and constraint. This was not seen at earlier words, suggesting that predictions were precisely timed. Additionally, pre-final word activity-the predicted representation-had negative similarity with later final word activity, but only for strongly expected words. These findings shed light on the mechanisms of prediction in the brain: rapid preactivation occurs following certain cues, but the predicted features may receive reduced processing upon confirmation.

摘要

预测即将发生的事件是大脑的一项关键功能,而语言为研究预测提供了一个肥沃的试验场,因为理解者使用上下文来预测即将到来的单词的特征。预测机制的许多方面仍然难以捉摸,部分原因是缺乏在当下探测预测形成的方法学工具。为了阐明哪些特征是神经预先激活的,以及何时激活,我们使用代表性相似性分析对之前收集的句子阅读数据进行了分析。我们比较了在强约束和弱约束句子中,由预期和意外的句子结尾词引起的 EEG 活动模式与句子前一个词的活动模式。在呈现前一个词之后的早期时间窗口中,与最后一个词的模式相似性增加,并且这种增加受到期望和约束的调节。在更早的词中没有看到这种情况,这表明预测是精确定时的。此外,前一个词的活动——预测的表示——与稍后的最后一个词的活动具有负相似性,但仅对强预期的词而言。这些发现揭示了大脑预测机制的奥秘:在某些提示之后会迅速进行预先激活,但在确认后,预测特征可能会受到较少的处理。

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