首页> 外文期刊>The Journal of Neuroscience: The Official Journal of the Society for Neuroscience >Distinctive Representation of Mispredicted and Unpredicted Prediction Errors in Human Electroencephalography
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Distinctive Representation of Mispredicted and Unpredicted Prediction Errors in Human Electroencephalography

机译:人类脑电图中预测错误和预测错误的区别表示

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摘要

The predictive coding model of perception proposes that neuronal responses are modulated by the amount of sensory input that the internal prediction cannot account for (i.e., prediction error). However, there is little consensus on what constitutes nonpredicted stimuli. Conceptually, whereas mispredicted stimuli may induce both prediction error generated by prediction that is not perceived and prediction error generated by sensory input that is not anticipated, unpredicted stimuli involves no top-down, only bottom-up, propagation of information in the system. Here, we examined the possibility that the processing of mispredicted and unpredicted stimuli are dissociable at the neurophysiological level using human electroencephalography. We presented participants with sets of five tones in which the frequency of the fifth tones was predicted, mispredicted, or unpredicted. Participants were required to press a key when they detected a softer fifth tone to maintain their attention. We found that mispredicted and unpredicted stimuli are associated with different amount of cortical activity, probably reflecting differences in prediction error. Moreover, relative to predicted stimuli, the mispredicted prediction error manifested as neuronal enhancement and the unpredicted prediction error manifested as neuronal attenuation on the N1 event-related potential component. These results highlight the importance of differentiating between the two nonpredicted stimuli in theoretical work on predictive coding.
机译:感知的预测编码模型提出,神经元反应受到内部预测无法解释的感觉输入量(即预测误差)的调节。但是,关于什么是不可预测的刺激,人们几乎没有共识。从概念上讲,尽管预测错误的刺激可能会导致无法感知的预测产生的预测误差和无法预测的感觉输入所产生的预测误差,但不可预测的刺激并不涉及系统中信息的自上而下,仅自下而上的传播。在这里,我们检查了使用人类脑电图在神经生理学水平上错误预测和未预测刺激的处理是可分离的可能性。我们为参与者提供了五种音调,其中第五种音调的频率被预测,错误预测或未预测。要求参与者在检测到较轻的第五音时按下按键以保持注意力。我们发现,错误预测和未预测的刺激与皮层活动量的不同有关,可能反映了预测误差的差异。此外,相对于预测的刺激,错误预测的预测误差表现为神经元增强,而未预测的预测误差表现为N1事件相关电位分量的神经元衰减。这些结果突出了区分预测编码理论工作中两个非预测刺激的重要性。

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