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解析婴儿在场景感知中注视持续时间背后的机制:一种计算解释。

Disentangling the mechanisms underlying infant fixation durations in scene perception: A computational account.

作者信息

Saez de Urabain Irati R, Nuthmann Antje, Johnson Mark H, Smith Tim J

机构信息

Centre for Brain and Cognitive Development, Birkbeck, University of London, UK.

School of Philosophy, Psychology and Language Sciences, Psychology Department, University of Edinburgh, UK.

出版信息

Vision Res. 2017 May;134:43-59. doi: 10.1016/j.visres.2016.10.015. Epub 2017 May 4.

Abstract

The goal of this article is to investigate the unexplored mechanisms underlying the development of saccadic control in infancy by determining the generalizability and potential limitations of extending the CRISP theoretical framework and computational model of fixation durations (FDs) in adult scene-viewing to infants. The CRISP model was used to investigate the underlying mechanisms modulating FDs in 6-month-olds by applying the model to empirical eye-movement data gathered from groups of infants and adults during free-viewing of naturalistic and semi-naturalistic videos. Participants also performed a gap-overlap task to measure their disengagement abilities. Results confirmed the CRISP model's applicability to infant data. Specifically, model simulations support the view that infant saccade programming is completed in two stages: an initial labile stage, followed by a non-labile stage. Moreover, results from the empirical data and simulation studies highlighted the influence of the material viewed on the FD distributions in infants and adults, as well as the impact that the developmental state of the oculomotor system can have on saccade programming and execution at 6months. The present work suggests that infant FDs reflect on-line perceptual and cognitive activity in a similar way to adults, but that the individual developmental state of the oculomotor system affects this relationship at 6months. Furthermore, computational modeling filled the gaps of psychophysical studies and allowed the effects of these two factors on FDs to be simulated in infant data providing greater insights into the development of oculomotor and attentional control than can be gained from behavioral results alone.

摘要

本文的目的是通过确定将成人场景观看中注视持续时间(FDs)的CRISP理论框架和计算模型扩展到婴儿的可推广性和潜在局限性,来探究婴儿扫视控制发展背后尚未被探索的机制。CRISP模型被用于研究调节6个月大婴儿FDs的潜在机制,方法是将该模型应用于在自由观看自然主义和半自然主义视频期间从婴儿组和成人组收集的经验性眼动数据。参与者还执行了一个间隙 - 重叠任务来测量他们的脱离能力。结果证实了CRISP模型对婴儿数据的适用性。具体而言,模型模拟支持这样一种观点,即婴儿扫视编程分两个阶段完成:初始的不稳定阶段,随后是稳定阶段。此外,经验数据和模拟研究的结果突出了所观看材料对婴儿和成人FD分布的影响,以及动眼系统发育状态对6个月大婴儿扫视编程和执行的影响。目前的研究表明,婴儿的FDs与成人一样,以类似的方式反映在线感知和认知活动,但动眼系统的个体发育状态在6个月时会影响这种关系。此外,计算建模填补了心理物理学研究的空白,并能够在婴儿数据中模拟这两个因素对FDs的影响,从而比仅从行为结果中获得的信息更深入地洞察动眼和注意力控制的发展。

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