Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Elife. 2021 Feb 17;10:e62809. doi: 10.7554/eLife.62809.
In the context of a generative model, such as predictive coding, pain and heat perception can be construed as the integration of expectation and input with their difference denoted as a prediction error. In a previous neuroimaging study (Geuter et al., 2017) we observed an important role of the insula in such a model but could not establish its temporal aspects. Here, we employed electroencephalography to investigate neural representations of predictions and prediction errors in heat and pain processing. Our data show that alpha-to-beta activity was associated with stimulus intensity expectation, followed by a negative modulation of gamma band activity by absolute prediction errors. This is in contrast to prediction errors in visual and auditory perception, which are associated with increased gamma band activity, but is in agreement with observations in working memory and word matching, which show gamma band activity for correct, rather than violated, predictions.
在生成模型(如预测编码)的背景下,疼痛和热感知可以被理解为期望和输入的整合,它们的差异表示为预测误差。在之前的一项神经影像学研究中(Geuter 等人,2017 年),我们观察到脑岛在这样的模型中起着重要的作用,但未能确定其时间方面。在这里,我们使用脑电图来研究热和痛觉处理中预测和预测误差的神经表示。我们的数据表明,阿尔法到贝塔的活动与刺激强度的期望有关,随后是伽马波段活动的负调制,由绝对预测误差引起。这与视觉和听觉感知中的预测误差相反,视觉和听觉感知中的预测误差与伽马波段活动的增加有关,但与工作记忆和单词匹配的观察结果一致,工作记忆和单词匹配中的伽马波段活动是针对正确的预测,而不是违反的预测。