Iordanova Mihaela D, Yau Joanna Oi-Yue, McDannald Michael A, Corbit Laura H
Department of Psychology/Centre for Studies in Behavioral Neurobiology, Concordia University, 7141 Sherbrooke St, Montreal, QC, H4B 1R6, Canada.
School of Psychology, The University of New South Wales, UNSW Sydney, NSW, 2052, Australia.
Neurosci Biobehav Rev. 2021 Apr;123:337-351. doi: 10.1016/j.neubiorev.2020.10.029. Epub 2021 Jan 13.
Prediction error, defined by the discrepancy between real and expected outcomes, lies at the core of associative learning. Behavioural investigations have provided evidence that prediction error up- and down-regulates associative relationships, and allocates attention to stimuli to enable learning. These behavioural advances have recently been followed by investigations into the neurobiological substrates of prediction error. In the present paper, we review neuroscience data obtained using causal and recording neural methods from a variety of key behavioural designs. We explore the neurobiology of both appetitive (reward) and aversive (fear) prediction error with a focus on the mesolimbic dopamine system, the amygdala, ventrolateral periaqueductal gray, hippocampus, cortex and locus coeruleus noradrenaline. New questions and avenues for research are considered.
预测误差由实际结果与预期结果之间的差异定义,是联想学习的核心。行为学研究已提供证据表明,预测误差会上调和下调联想关系,并将注意力分配到刺激上以促进学习。最近,在这些行为学进展之后,人们开始对预测误差的神经生物学基础进行研究。在本文中,我们回顾了通过因果关系和记录神经方法从各种关键行为设计中获得的神经科学数据。我们探讨了奖赏性(奖励)和厌恶性(恐惧)预测误差的神经生物学,重点关注中脑边缘多巴胺系统、杏仁核、腹外侧导水管周围灰质、海马体、皮层和蓝斑去甲肾上腺素。我们还考虑了新的研究问题和途径。