Department of Psychology, New York University Abu Dhabi.
J Exp Psychol Learn Mem Cogn. 2022 Feb;48(2):226-241. doi: 10.1037/xlm0001055.
Expectations about the environment play a large role in shaping behavior, but how does this occur? Do expectations change the way we perceive the world, or just our decisions based on unbiased perceptions? We investigated the relative contributions of priors to these 2 stages by manipulating when information about expected color was provided. We compared cases where the prior could affect encoding into perceptual/working memory representations (e.g., when provided prestimulus) against cases where it could not (e.g., when given at response after a delay). Although priors had a minor influence on encoding, the bulk of the effects were at decision-making. Furthermore, these effects appeared to be distinct. The effect on decision-making was Bayesian-like, with priors inducing bias while improving precision. In contrast, the same priors at encoding improved precision without causing changes in bias. Priors do not just affect encoding or decision-making, but appear to affect both, via distinct mechanisms. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
对环境的期望在塑造行为方面起着重要作用,但这种情况是如何发生的呢?期望是改变我们感知世界的方式,还是仅仅改变我们基于无偏感知的决策?我们通过操纵有关预期颜色的信息提供的时间来研究先验对这两个阶段的相对贡献。我们比较了先验可以影响编码到感知/工作记忆表示的情况(例如,在刺激前提供时)与先验不能影响的情况(例如,在延迟后响应时提供时)。尽管先验对编码有轻微影响,但大部分影响都在决策阶段。此外,这些影响似乎是不同的。决策的影响类似于贝叶斯,先验会产生偏差,同时提高精度。相比之下,相同的先验在编码时提高了精度,而不会导致偏差发生变化。先验不仅会影响编码或决策,而且似乎会通过不同的机制同时影响两者。