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通过博彩游戏揭示出概率性和丰富的个体工作记忆。

Probabilistic and rich individual working memories revealed by a betting game.

机构信息

Program in Psychology, New York University Abu Dhabi, PO Box 129188, Saadiyat Island, Abu Dhabi, United Arab Emirates.

Program in Biology, New York University Abu Dhabi, PO Box 129188, Saadiyat Island, Abu Dhabi, United Arab Emirates.

出版信息

Sci Rep. 2023 Nov 27;13(1):20912. doi: 10.1038/s41598-023-48242-x.

Abstract

When asked to remember a color, do people remember a point estimate (e.g., a particular shade of red), a point estimate plus an uncertainty estimate, or are memory representations rich probabilistic distributions over feature space? We asked participants to report the color of a circle held in working memory. Rather than collecting a single report per trial, we had participants place multiple bets to create trialwise uncertainty distributions. Bet dispersion correlated with performance, indicating that internal uncertainty guided bet placement. While the first bet was on average the most precisely placed, the later bets systematically shifted the distribution closer to the target, resulting in asymmetrical distributions about the first bet. This resulted in memory performance improvements when averaging across bets, and overall suggests that memory representations contain more information than can be conveyed by a single response. The later bets contained target information even when the first response would generally be classified as a guess or report of an incorrect item, suggesting that such failures are not all-or-none. This paradigm provides multiple pieces of evidence that memory representations are rich and probabilistic. Crucially, standard discrete response paradigms underestimate the amount of information in memory representations.

摘要

当被要求记住一种颜色时,人们是记住一个点估计值(例如,特定的红色调),还是记住一个点估计值加上一个不确定性估计值,或者记忆表示是丰富的特征空间上的概率分布?我们要求参与者报告在工作记忆中保持的圆形的颜色。我们没有在每次试验中收集单个报告,而是让参与者进行多次投注以创建每次试验的不确定性分布。投注的分散度与表现相关,表明内部不确定性指导了投注的位置。虽然第一笔投注平均来说是最精确的,但后来的投注系统地将分布向目标移动,导致第一笔投注的不对称分布。这导致在平均投注时记忆表现得到提高,并且总体上表明记忆表示包含比单个响应所能传达的更多信息。即使第一个响应通常被归类为猜测或报告不正确的项目,后来的投注也包含目标信息,这表明这种失败并非全有或全无。这种范式提供了多个证据,表明记忆表示是丰富的和概率性的。至关重要的是,标准的离散响应范式低估了记忆表示中的信息量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91c8/10684519/dcfeb69ca0b6/41598_2023_48242_Fig1_HTML.jpg

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