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预测加工在自然阅读过程中的脑血流动力学效应是否足够?

Cloze enough? Hemodynamic effects of predictive processing during natural reading.

机构信息

Paris-Lodron-University of Salzburg, Department of Psychology, Centre for Cognitive Neuroscience, Hellbrunnerstr. 34, 5020 Salzburg, Austria.

Paris-Lodron-University of Salzburg, Department of Psychology, Centre for Cognitive Neuroscience, Hellbrunnerstr. 34, 5020 Salzburg, Austria.

出版信息

Neuroimage. 2021 Mar;228:117687. doi: 10.1016/j.neuroimage.2020.117687. Epub 2020 Dec 30.

Abstract

Evidence accrues that readers form multiple hypotheses about upcoming words. The present study investigated the hemodynamic effects of predictive processing during natural reading by means of combining fMRI and eye movement recordings. In particular, we investigated the neural and behavioral correlates of precision-weighted prediction errors, which are thought to be indicative of subsequent belief updating. Participants silently read sentences in which we manipulated the cloze probability and the semantic congruency of the final word that served as an index for precision and prediction error respectively. With respect to the neural correlates, our findings indicate an enhanced activation within the left inferior frontal and middle temporal gyrus suggesting an effect of precision on prediction update in higher (lexico-)semantic levels. Despite being evident at the neural level, we did not observe any evidence that this mechanism resulted in disproportionate reading times on participants' eye movements. The results speak against discrete predictions, but favor the notion that multiple words are activated in parallel during reading.

摘要

越来越多的证据表明,读者会对即将出现的单词形成多种假设。本研究通过将 fMRI 和眼动记录相结合,调查了自然阅读过程中预测加工的血液动力学效应。具体来说,我们研究了预测误差的精确加权的神经和行为相关性,这些预测误差被认为是后续信念更新的指标。参与者默读句子,我们在句子中操纵了 cloze 概率和最后一个单词的语义一致性,最后一个单词分别作为精确性和预测误差的指标。就神经相关性而言,我们的研究结果表明,左侧额下回和颞中回的激活增强,这表明在较高(词汇-)语义水平上,精度对预测更新有影响。尽管在神经水平上很明显,但我们没有发现任何证据表明这种机制导致参与者眼动的阅读时间不成比例。结果反对离散预测,但支持在阅读过程中多个单词并行激活的观点。

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