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首页> 外文期刊>eLife journal >Prediction error and repetition suppression have distinct effects on neural representations of visual information
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Prediction error and repetition suppression have distinct effects on neural representations of visual information

机译:预测误差和重复抑制对视觉信息的神经表示有明显的影响

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Predictive coding theories argue that recent experience establishes expectations in the brain that generate prediction errors when violated. Prediction errors provide a possible explanation for repetition suppression , where evoked neural activity is attenuated across repeated presentations of the same stimulus. The predictive coding account argues repetition suppression arises because repeated stimuli are expected, whereas non-repeated stimuli are unexpected and thus elicit larger neural responses. Here, we employed electroencephalography in humans to test the predictive coding account of repetition suppression by presenting sequences of visual gratings with orientations that were expected either to repeat or change in separate blocks of trials. We applied multivariate forward modelling to determine how orientation selectivity was affected by repetition and prediction. Unexpected stimuli were associated with significantly enhanced orientation selectivity, whereas selectivity was unaffected for repeated stimuli. Our results suggest that repetition suppression and expectation have separable effects on neural representations of visual feature information.
机译:预测编码理论认为,最近的经验建立了对大脑的期望,而这种期望在受到侵犯时会产生预测错误。预测错误为重复抑制提供了可能的解释,其中重复刺激相同的刺激会减弱诱发的神经活动。预测编码帐户认为重复抑制的出现是因为预期会出现重复刺激,而未重复刺激则是意料之外的,因此会引起更大的神经反应。在这里,我们通过在人脑中使用脑电图技术来测试重复抑制的预测编码,方法是显示视觉光栅序列,这些序列的方向预期会在单独的试验块中重复或改变。我们应用多元正演模型来确定方向选择性如何受到重复和预测的影响。意外的刺激与定向选择性显着增强相关,而选择性对于重复的刺激则不受影响。我们的结果表明,重复抑制和期望对视觉特征信息的神经表示具有可分离的影响。

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