Laboratory of Experimental Psychology, Department of Brain and Cognition, Leuven Brain Institute, KU Leuven, Leuven, Belgium.
Leuven Autism Research (LAuRes), KU Leuven, Leuven, Belgium.
Autism Res. 2021 Jun;14(6):1134-1146. doi: 10.1002/aur.2452. Epub 2020 Dec 7.
According to the predictive coding framework, percepts emerge from combinations of sensory input and prior knowledge, whose relative contributions depend on their reliability. Recent predictive coding theories suggest that Autism Spectrum Disorder (ASD) could be characterized by an atypical weighting of priors. Here, we assessed whether individuals with ASD can flexibly adjust the weight (precision) of the prior to the context. Thirty-one neurotypical adults (NT) and 26 adults with ASD participated in a visual discrimination task designed to elicit a time-order effect (TOE). The TOE reflects the integration of priors with sensory estimates. We used two experimental contexts: a narrow stimulus range (Narrow condition) and a broader range (Broad condition) in order to induce a prior with a higher and lower precision, respectively. Both groups learned a prior that biased their perception, as shown with the TOE. As expected, the NT group had a larger TOE in the Narrow condition than in the Broad condition, revealing a contextual adjustment of the prior precision. In contrast, ASD participants were more inflexible: the extent of the TOE was not modulated by the context. In addition, the accuracy increased when the stimulus range decreased in both group, which may be interpreted as a contextual adjustment of the sensory precision. To conclude, adults with and without ASD implicitly learned a prior mean, but ASD participants failed to flexibly adjust the prior precision to the context. This increased inflexibility in ASD could account for many symptoms, such as their intolerance of uncertainty. LAY SUMMARY: Based on our experience, we have expectations about our environment. Theories suggest that the symptoms encountered in autism could be due to atypical expectations, leading to an impression of an unpredictable world. Using a visual discrimination task, we showed that adults with and without autism were biased by their expectations. Yet, the extent to which expectations biased perception did not depend on the context in autism. This higher inflexibility found in autism may explain symptoms such as resistance to change.
根据预测编码框架,感知是由感觉输入和先验知识的组合产生的,其相对贡献取决于它们的可靠性。最近的预测编码理论表明,自闭症谱系障碍(ASD)的特征可能是先验权重的异常。在这里,我们评估了 ASD 个体是否可以灵活地根据上下文调整先验的权重(精度)。31 名神经典型成年人(NT)和 26 名 ASD 成年人参加了一项视觉辨别任务,旨在引起时间顺序效应(TOE)。TOE 反映了先验与感觉估计的整合。我们使用了两种实验条件:较窄的刺激范围(窄条件)和较宽的范围(宽条件),分别诱导具有较高和较低精度的先验。两组都学习了一个偏向他们感知的先验,这从 TOE 中可以看出。正如预期的那样,NT 组在窄条件下的 TOE 大于宽条件下的 TOE,这表明先验精度可以根据上下文进行调整。相比之下,ASD 参与者的灵活性较差:TOE 的程度不受上下文的影响。此外,两组的准确性都随着刺激范围的减小而增加,这可以解释为对感觉精度的上下文调整。总之,有和没有 ASD 的成年人都隐含地学习了一个先验均值,但 ASD 参与者未能根据上下文灵活地调整先验精度。ASD 中这种增加的不灵活性可以解释许多症状,例如他们对不确定性的不耐受。