Centre for Biomedical Research, University of Victoria, P.O. Box 17000 STN CSC, Victoria, British Columbia V8W 2Y2, Canada.
Int J Psychophysiol. 2018 Oct;132(Pt B):175-183. doi: 10.1016/j.ijpsycho.2017.11.007. Epub 2017 Nov 14.
There is growing interest in using electroencephalography and specifically the event-related brain potential (ERP) methodology to study human reward processing. Since the discovery of the feedback related negativity (Miltner et al., 1997) and the development of theories associating the feedback related negativity and more recently the reward positivity with reinforcement learning, midbrain dopamine function, and the anterior cingulate cortex (i.e., Holroyd and Coles, 2002) researchers have used the ERP methodology to probe the neural basis of reward learning in humans. However, examination of the feedback related negativity and the reward positivity cannot be done without an understanding of some key methodological issues that must be taken into account when using ERPs and examining these ERP components. For example, even the component name - the feedback related negativity - is a source of debate within the research community as some now strongly feel that the component should be named the reward positivity (Proudfit, 2015). Here, ten key methodological issues are discussed - confusion in component naming, the reward positivity, component identification, peak quantification and the use of difference waveforms, frequency (the N200) and component contamination (the P300), the impact of feedback timing, action, and task learnability, and how learning results in changes in the amplitude of the feedback-related negativity/reward positivity. The hope here is to not provide a definitive approach for examining the feedback related negativity/reward positivity, but instead to outline the key issues that must be taken into account when examining this component to assist researchers in their study of human reward processing with the ERP methodology.
人们越来越感兴趣地使用脑电图,特别是事件相关脑电位(ERP)方法来研究人类的奖励处理。自反馈相关负波(Miltner 等人,1997 年)的发现和将反馈相关负波与最近的奖励正波与强化学习、中脑多巴胺功能和前扣带皮层(即 Holroyd 和 Coles,2002 年)联系起来的理论的发展以来,研究人员已经使用 ERP 方法来探索人类奖励学习的神经基础。然而,在使用 ERP 并检查这些 ERP 成分时,必须考虑一些关键的方法学问题,否则无法检查反馈相关负波和奖励正波。例如,即使是组件名称 - 反馈相关负波 - 在研究界也是一个争论的来源,因为有些人现在强烈认为该组件应该被命名为奖励正波(Proudfit,2015 年)。在这里,讨论了十个关键的方法学问题 - 组件命名的混淆、奖励正波、组件识别、峰值量化和使用差异波、频率(N200)和组件污染(P300)、反馈时间、动作和任务可学习性的影响,以及学习如何导致反馈相关负波/奖励正波幅度的变化。这里的希望不是提供检查反馈相关负波/奖励正波的明确方法,而是概述在检查该成分时必须考虑的关键问题,以帮助研究人员使用 ERP 方法研究人类奖励处理。