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Central tendency effects in time interval reproduction in autism

机译:自闭症时间间隔繁殖的集中趋势效应

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摘要

Central tendency, the tendency of judgements of quantities (lengths, durations etc.) to gravitate towards their mean, is one of the most robust perceptual effects. A Bayesian account has recently suggested that central tendency reflects the integration of noisy sensory estimates with prior knowledge representations of a mean stimulus, serving to improve performance. The process is flexible, so prior knowledge is weighted more heavily when sensory estimates are imprecise, requiring more integration to reduce noise. In this study we measure central tendency in autism to evaluate a recent theoretical hypothesis suggesting that autistic perception relies less on prior knowledge representations than typical perception. If true, autistic children should show reduced central tendency than theoretically predicted from their temporal resolution. We tested autistic and age- and ability-matched typical children in two child-friendly tasks: (1) a time interval reproduction task, measuring central tendency in the temporal domain; and (2) a time discrimination task, assessing temporal resolution. Central tendency reduced with age in typical development, while temporal resolution improved. Autistic children performed far worse in temporal discrimination than the matched controls. Computational simulations suggested that central tendency was much less in autistic children than predicted by theoretical modelling, given their poor temporal resolution.
机译:集中趋势,即数量(长度,持续时间等)的判断趋向于均值的趋势,是最强大的感知效果之一。贝叶斯(Bayesian)的帐户最近建议,集中趋势反映了嘈杂的感觉估计与平均刺激的先验知识表示的集成,有助于改善性能。该过程是灵活的,因此当感官估计不准确时,先验知识的权重会增加,需要更多的集成以减少噪声。在这项研究中,我们测量了自闭症的主要趋势,以评估最近的理论假设,这表明自闭症的知觉对先验知识表示的依赖程度少于典型知觉。如果属实,自闭症儿童的中心倾向应比其时间分辨率从理论上预测的减少。我们在两项对儿童友善的任务中测试了自闭症,与年龄和能力相匹配的典型儿童:(1)时间间隔繁殖任务,测量时域的中心趋势; (2)时间歧视任务,评估时间分辨率。在典型的发育过程中,中枢趋势随着年龄的增长而降低,而时间分辨率提高。自闭症儿童在时间歧视方面的表现远比对照者差。计算模拟表明,鉴于自闭症儿童的时间分辨率较差,其集中倾向远低于理论建模所预测的趋势。

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