Department of Psychology, Brandeis University, Waltham, MA 02453, USA.
Department of Neurology, Northwestern University, Chicago, IL 60611, USA.
Curr Biol. 2024 Sep 23;34(18):4240-4247.e4. doi: 10.1016/j.cub.2024.07.105. Epub 2024 Aug 27.
Recent work across species has shown that midbrain dopamine neurons signal not only errors in the prediction of reward value but also in the prediction of value-neutral sensory features. To support learning of associative structures in downstream areas, identity prediction errors (iPEs) should signal specific information about the mis-predicted outcome. Here, we used pattern-based analysis of functional magnetic resonance imaging (fMRI) data acquired during reversal learning to characterize the information content of iPE responses in the human midbrain. We find that fMRI responses to value-neutral identity errors contain information about the identity of the unexpectedly received reward (positive iPE+) but not about the identity of the omitted reward (negative iPE-). Exploratory analyses revealed representations of iPE- in the dorsomedial prefrontal cortex. These results demonstrate that ensemble midbrain responses to value-neutral identity errors convey information about the identity of unexpectedly received outcomes, which could shape the formation of novel stimulus-outcome associations that constitute cognitive maps.
最近在不同物种中的研究表明,中脑多巴胺神经元不仅对奖励价值预测的错误进行信号传递,还对价值中立的感官特征预测的错误进行信号传递。为了支持下游区域的联想结构的学习,身份预测错误(iPE)应该传递关于错误预测结果的特定信息。在这里,我们使用基于模式的功能磁共振成像(fMRI)数据分析,在反转学习过程中获取人类中脑的 iPE 反应的信息含量。我们发现,对价值中立的身份错误的 fMRI 反应包含了有关意外接收到的奖励的身份的信息(正 iPE+),但不包含关于被省略的奖励的身份的信息(负 iPE-)。探索性分析显示,iPE-在背内侧前额叶皮层中存在表示。这些结果表明,对价值中立的身份错误的中脑反应集合传递了有关意外获得的结果的身份的信息,这可能会影响形成构成认知地图的新的刺激-结果关联。