Rose Michael, Haider Hilde, Büchel Christian
University of Hamburg Medical School, Germany.
J Cogn Neurosci. 2005 Jun;17(6):918-27. doi: 10.1162/0898929054021193.
The detection of unexpected events is a fundamental process of learning. Theories of cognitive control and previous imaging results indicate a prominent role of the prefrontal cortex in the evaluation of the congruency between expected and actual outcome. In most cases, this attributed function is based on results where the person is consciously aware of the discrepancy. In this functional magnetic imaging (fMRI) study, we examined violations of predicted outcomes that did not enter conscious awareness. Two groups were trained with nearly identical material and the effects of new stimuli were assessed after learning. For the first group, the material was arranged with a hidden regularity. In this incidental learning situation, volunteers acquired implicit knowledge about structural response regularities as was demonstrated by an increase in reaction time when introducing new stimuli that violated the learned relations. To differentiate the detection process of stimuli that deviate from learned expectations from more unspecific effects generated by novel, unfamiliar stimuli, the second group was trained with rearranged material without a hidden regularity. No behavioral effects were found for the introduction of new stimuli in the group without implicit learning. Comparing the two groups, specific fMRI effects concerning the violation of implicitly learned expectations were found in the ventral prefrontal cortex and in the medialtemporal lobe. In accord with theories of learning, the results show a direct influence of the detection of prediction errors on the neuronal activity in learning related structures even in the absence of conscious knowledge about the predictions or their violations.
意外事件的检测是学习的一个基本过程。认知控制理论和先前的成像结果表明,前额叶皮质在评估预期结果与实际结果之间的一致性方面发挥着重要作用。在大多数情况下,这种归因功能是基于人们有意识地意识到差异的结果。在这项功能磁共振成像(fMRI)研究中,我们研究了未进入意识层面的预测结果的违背情况。两组受试者接受了几乎相同材料的训练,并在学习后评估新刺激的效果。对于第一组,材料按照一种隐藏的规律进行排列。在这种偶然学习的情况下,志愿者获得了关于结构反应规律的隐性知识,这通过引入违反所学关系的新刺激时反应时间的增加得到了证明。为了区分偏离所学预期的刺激的检测过程与由新颖、不熟悉的刺激产生的更非特异性的效果,第二组接受了没有隐藏规律的重新排列材料的训练。在没有隐性学习的组中,引入新刺激未发现行为效应。比较两组,在腹侧前额叶皮质和内侧颞叶发现了与违反隐性学习预期相关的特定fMRI效应。与学习理论一致,结果表明,即使在没有关于预测或其违背情况的有意识知识的情况下,预测误差的检测对学习相关结构中的神经元活动也有直接影响。
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