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Binary sensitivity of theta activity for gain and loss when monitoring parametric prediction errors

机译:监视参数预测误差时θ活动对损益的二元敏感性

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摘要

Several theories have been proposed to account for the medial frontal activity that is elicited during the evaluation of outcomes. Respectively, these theories claim that the medial frontal response reflects (i) the absolute deviation between the value of an outcome and its expected value (i.e. an absolute prediction error); (ii) the deviation between actual and expected outcomes, with a specific sensitivity to outcomes that are worse than expected (i.e. a negative prediction error); (iii) a binary evaluation in terms of good and bad outcomes. In the current electroencephalography study, participants were presented with cues that induced specific predictions for the values of trial outcomes (a gain or loss of points). The actual outcomes occasionally deviated from the predicted values, producing prediction errors with parametrically varying size. Analysis of the medial frontal theta activity in response to the outcomes demonstrated a specific sensitivity to the occurrence of a loss of points when a gain had been predicted. However, the absolute deviation with respect to the predicted value did not modulate the theta response. This finding is consistent with the idea that outcome monitoring activity measured over medial frontal cortex is sensitive to the binary distinction between good and bad outcomes.
机译:已经提出了几种理论来解释在结果评估中引起的内侧额叶活动。这些理论分别声称,内侧额叶反应反映了:(i)结果值与其预期值之间的绝对偏差(即绝对预测误差); (ii)实际结果与预期结果之间的偏差,对比预期差的结果具有特定的敏感性(即负的预测误差); (iii)对结果的好坏进行二元评估。在当前的脑电图研究中,向参与者展示了一些线索,这些线索对试验结果的值(得分的增减)做出了具体的预测。实际结果有时会偏离预测值,从而产生参数变化的预测误差。响应结果对内侧额叶θ活动的分析表明,当预测有增值时,对点丢失的发生具有特定的敏感性。但是,相对于预测值的绝对偏差不会调节theta响应。这一发现与这样的想法是一致的,即在内侧额叶皮层上测量的结果监测活动对好和坏结果之间的二元区分敏感。

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