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使用 MEG 和多特征听觉Oddball 范式研究年轻和年长儿童的预测编码。

Investigating predictive coding in younger and older children using MEG and a multi-feature auditory oddball paradigm.

机构信息

School of Psychological Sciences, 16 University Ave, Macquarie University, Sydney, 2109, Australia.

Macquarie School of Education, 26 Wally's Walk, Macquarie University, Sydney, 2109, Australia.

出版信息

Cereb Cortex. 2023 Jun 8;33(12):7489-7499. doi: 10.1093/cercor/bhad054.

Abstract

There is mounting evidence for predictive coding theory from computational, neuroimaging, and psychological research. However, there remains a lack of research exploring how predictive brain function develops across childhood. To address this gap, we used pediatric magnetoencephalography to record the evoked magnetic fields of 18 younger children (M = 4.1 years) and 19 older children (M = 6.2 years) as they listened to a 12-min auditory oddball paradigm. For each child, we computed a mismatch field "MMF": an electrophysiological component that is widely interpreted as a neural signature of predictive coding. At the sensor level, the older children showed significantly larger MMF amplitudes relative to the younger children. At the source level, the older children showed a significantly larger MMF amplitude in the right inferior frontal gyrus relative to the younger children, P < 0.05. No differences were found in 2 other key regions (right primary auditory cortex and right superior temporal gyrus) thought to be involved in mismatch generation. These findings support the idea that predictive brain function develops during childhood, with increasing involvement of the frontal cortex in response to prediction errors. These findings contribute to a deeper understanding of the brain function underpinning child cognitive development.

摘要

越来越多的计算、神经影像学和心理学研究为预测编码理论提供了证据。然而,仍然缺乏研究探索预测大脑功能如何在整个儿童期发展。为了弥补这一空白,我们使用儿科脑磁图记录了 18 名年龄较小的儿童(M=4.1 岁)和 19 名年龄较大的儿童(M=6.2 岁)在听 12 分钟听觉异常范式时的诱发磁场。对于每个孩子,我们计算了一个失配场“MMF”:一个被广泛解释为预测编码神经特征的电生理成分。在传感器水平上,年龄较大的儿童的 MMF 振幅明显大于年龄较小的儿童。在源水平上,年龄较大的儿童的右侧下额叶的 MMF 振幅明显大于年龄较小的儿童,P<0.05。在另外两个被认为参与失配生成的关键区域(右侧初级听觉皮层和右侧颞上回)没有发现差异。这些发现支持了这样一种观点,即预测大脑功能在儿童期发展,额叶对预测错误的反应参与度增加。这些发现有助于更深入地了解儿童认知发展的大脑功能基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b97/10267635/ba3f8cfeda35/bhad054f1.jpg

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