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运动方向的先验预期调节早期感觉处理。

Prior Expectations of Motion Direction Modulate Early Sensory Processing.

机构信息

Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, United Kingdom

Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, London WC1N 3AR, United Kingdom.

出版信息

J Neurosci. 2020 Aug 12;40(33):6389-6397. doi: 10.1523/JNEUROSCI.0537-20.2020. Epub 2020 Jul 8.

Abstract

Perception is a process of inference, integrating sensory inputs with prior expectations. However, little is known regarding the temporal dynamics of this integration. It has been proposed that expectation plays a role early in the perceptual process, biasing sensory processing. Alternatively, others suggest that expectations are integrated only at later, postperceptual decision-making stages. The current study aimed to dissociate between these hypotheses. We exposed human participants (male and female) to auditory cues predicting the likely direction of upcoming moving dot patterns, while recording neural activity using magnetoencephalography (MEG). Participants' reports of the moving dot directions were biased toward the direction predicted by the cues. To investigate when expectations affected sensory representations, we used inverted encoding models to decode the direction represented in early sensory signals. Strikingly, the cues modulated the direction represented in the MEG signal as early as 150 ms after visual stimulus onset. While this may not reflect a modulation of the initial feedforward sweep, it does reveal a modulation of early sensory representations. Exploratory analyses showed that the neural modulation was related to perceptual expectation effects: participants with a stronger perceptual bias toward the predicted direction also revealed a stronger reflection of the predicted direction in the MEG signal. For participants with this perceptual bias, a correlation between decoded and perceived direction already emerged before visual stimulus onset, suggesting that the prestimulus state of the visual cortex influences sensory processing. Together, these results suggest that expectations play an integral role in the neural computations underlying perception. Perception can be thought of as an inferential process in which our brains integrate sensory inputs with prior expectations to make sense of the world. This study investigated whether this integration occurs early or late in the process of perception. We exposed human participants to auditory cues that predicted the likely direction of visual moving dots, while recording neural activity with millisecond resolution using magnetoencephalography. Participants' perceptual reports of the direction of the moving dots were biased toward the predicted direction. Additionally, the predicted direction modulated the neural representation of the moving dots just 150 ms after they appeared. This suggests that prior expectations affected sensory processing at early stages, playing an integral role in the perceptual process.

摘要

感知是一种推理过程,它将感觉输入与先前的期望相结合。然而,对于这种整合的时间动态,我们知之甚少。有人提出,期望在感知过程的早期就发挥作用,从而影响感觉处理。或者,其他人则认为,期望仅在后期的知觉决策阶段才被整合。本研究旨在区分这些假设。我们让人类参与者(男性和女性)听声音提示,预测即将出现的移动点模式的可能方向,同时使用脑磁图(MEG)记录神经活动。参与者报告的移动点方向偏向于提示所预测的方向。为了研究期望何时影响感觉表示,我们使用反转编码模型来解码早期感觉信号中表示的方向。惊人的是,提示在视觉刺激开始后 150 毫秒就开始调制 MEG 信号中表示的方向。虽然这可能不是初始前馈扫掠的调制,但它确实揭示了早期感觉表示的调制。探索性分析表明,神经调制与感知期望效应有关:对预测方向有较强感知偏差的参与者,在 MEG 信号中也反映出了较强的预测方向。对于具有这种感知偏差的参与者,在视觉刺激开始之前,解码和感知方向之间就已经出现相关性,这表明视觉皮层的前刺激状态会影响感觉处理。总的来说,这些结果表明,期望在感知的神经计算中起着不可或缺的作用。感知可以被认为是一种推断过程,在这个过程中,我们的大脑将感觉输入与先前的期望相结合,以理解世界。本研究探讨了这种整合是在感知过程的早期还是晚期发生。我们让人类参与者听声音提示,预测视觉移动点的可能方向,同时使用毫秒级分辨率的脑磁图记录神经活动。参与者对移动点方向的感知报告偏向于预测方向。此外,在移动点出现后 150 毫秒,预测方向就调制了移动点的神经表示。这表明先前的期望在早期阶段影响了感觉处理,在感知过程中起着不可或缺的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a0fc/7424874/58671ef8c7db/SN-JNSJ200302F001.jpg

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