Anticipatory eye gaze as a marker of memory.

Flavio Jean Schmidig, Daniel Yamin, Omer Sharon, Yoav Nadu, Jonathan Nir, Charan Ranganath, Yuval Nir
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Abstract

Human memory is typically studied by direct questioning, and the recollection of events is investigated through verbal reports. Thus, current research confounds memory per-se with its report. Critically, the ability to investigate memory retrieval in populations with deficient verbal ability is limited. Here, using the MEGA (Memory Episode Gaze Anticipation) paradigm, we show that monitoring anticipatory gaze using eye tracking can quantify memory retrieval without verbal report. Upon repeated viewing of movie clips, eye gaze patterns anticipating salient events can quantify their memory traces seconds before these events appear on the screen. A series of five experiments with a total of 145 participants using either tailor-made animations or naturalistic movies consistently reveal that accumulated gaze proximity to the event can index memory. Machine learning-based classification can identify whether a given viewing is associated with memory for the event based on single-trial data of gaze features. Detailed comparison to verbal reports establishes that anticipatory gaze marks recollection of associative memory about the event, whereas pupil dilation captures familiarity. Finally, anticipatory gaze reveals beneficial effects of sleep on memory retrieval without verbal report, illustrating its broad applicability across cognitive research and clinical domains.

预期的眼神凝视作为记忆的标记。
人类记忆通常是通过直接提问来研究的,而对事件的回忆则是通过口头报告来调查的。因此,目前的研究混淆了记忆本身和它的报告。至关重要的是,在语言能力不足的人群中调查记忆检索的能力是有限的。在这里,我们使用MEGA(记忆事件凝视预期)范式,我们表明使用眼动追踪监测预期凝视可以量化记忆检索而无需口头报告。在反复观看电影片段后,预测重要事件的眼睛注视模式可以在这些事件出现在屏幕前几秒钟量化他们的记忆痕迹。145名参与者观看了定制动画或写实电影,共进行了5次实验,结果一致表明,对事件的注视距离累积起来可以索引记忆。基于机器学习的分类可以根据凝视特征的单次试验数据识别给定的观看是否与事件的记忆相关。与口头报告的详细比较表明,预期凝视标志着对事件的联想记忆的回忆,而瞳孔扩张则捕捉到熟悉度。最后,预期凝视揭示了睡眠对记忆检索的有益影响,说明了它在认知研究和临床领域的广泛适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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