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只是一个阶段?因果探究揭示了持续注意力的虚假阶段性依赖。

Just a phase? Causal probing reveals spurious phasic dependence of sustained attention.

作者信息

Vinao-Carl M, Gal-Shohet Y, Rhodes E, Li J, Hampshire A, Sharp D, Grossman N

机构信息

Department of Brain Sciences, Imperial College London, London, UK; UK Dementia Research Institute, (UK DRI), Imperial College London, London, UK.

Department of Medical Physics and Engineering, University College London, London, UK.

出版信息

Neuroimage. 2024 Jan;285:120477. doi: 10.1016/j.neuroimage.2023.120477. Epub 2023 Dec 10.

Abstract

For over a decade, electrophysiological studies have reported correlations between attention / perception and the phase of spontaneous brain oscillations. To date, these findings have been interpreted as evidence that the brain uses neural oscillations to sample and predict upcoming stimuli. Yet, evidence from simulations have shown that analysis artefacts could also lead to spurious pre-stimulus oscillations that appear to predict future brain responses. To address this discrepancy, we conducted an experiment in which visual stimuli were presented in time to specific phases of spontaneous alpha and theta oscillations. This allowed us to causally probe the role of ongoing neural activity in visual processing independent of the stimulus-evoked dynamics. Our findings did not support a causal link between spontaneous alpha / theta rhythms and behaviour. However, spurious correlations between theta phase and behaviour emerged offline using gold-standard time-frequency analyses. These findings are a reminder that care should be taken when inferring causal relationships between neural activity and behaviour using acausal analysis methods.

摘要

十多年来,电生理研究报告了注意力/感知与自发脑振荡相位之间的相关性。迄今为止,这些发现被解释为大脑利用神经振荡来采样和预测即将到来的刺激的证据。然而,模拟证据表明,分析假象也可能导致虚假的刺激前振荡,这些振荡似乎可以预测未来的大脑反应。为了解决这一差异,我们进行了一项实验,在实验中视觉刺激被及时呈现到自发α波和θ波振荡的特定相位。这使我们能够独立于刺激诱发的动力学,因果性地探究正在进行的神经活动在视觉处理中的作用。我们的研究结果不支持自发α/θ节律与行为之间的因果联系。然而,使用金标准时频分析在离线状态下出现了θ相位与行为之间的虚假相关性。这些发现提醒我们,在使用非因果分析方法推断神经活动与行为之间的因果关系时应谨慎。

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