Suppr超能文献

跨感觉记忆和短期记忆的容量与分配

Capacity and Allocation across Sensory and Short-Term Memories.

作者信息

Wang Shaoying, Tripathy Srimant P, Öğmen Haluk

机构信息

Department of Electrical & Computer Engineering, University of Denver, Denver, CO 80210, USA.

School of Optometry and Vision Science, Faculty of Life Sciences, University of Bradford, Bradford BD7 1DP, UK.

出版信息

Vision (Basel). 2022 Mar 1;6(1):15. doi: 10.3390/vision6010015.

Abstract

Human memory consists of sensory memory (SM), short-term memory (STM), and long-term memory (LTM). SM enables a large capacity, but decays rapidly. STM has limited capacity, but lasts longer. The traditional view of these memory systems resembles a leaky hourglass, the large top and bottom portions representing the large capacities of SM and LTM, whereas the narrow portion in the middle represents the limited capacity of STM. The "leak" in the top part of the hourglass depicts the rapid decay of the contents of SM. However, recently, it was shown that major bottlenecks for motion processing exist prior to STM, and the "leaky hourglass" model was replaced by a "leaky flask" model with a narrower top part to capture bottlenecks prior to STM. The leaky flask model was based on data from one study, and the first goal of the current paper was to test if the leaky flask model would generalize by using a different set of data. The second goal of the paper was to explore various block diagram models for memory systems and determine the one best supported by the data. We expressed these block diagram models in terms of statistical mixture models and, by using the Bayesian information criterion (BIC), found that a model with four components, viz., SM, attention, STM, and guessing, provided the best fit to our data. In summary, we generalized previous findings about early qualitative and quantitative bottlenecks, as expressed in the leaky flask model and showed that a four-process model can provide a good explanation for how visual information is processed and stored in memory.

摘要

人类记忆由感觉记忆(SM)、短期记忆(STM)和长期记忆(LTM)组成。感觉记忆容量大,但衰退迅速。短期记忆容量有限,但持续时间更长。对这些记忆系统的传统观点类似于一个漏水的沙漏,顶部和底部的大区域代表感觉记忆和长期记忆的大容量,而中间的狭窄部分代表短期记忆的有限容量。沙漏顶部的“漏水”描绘了感觉记忆内容的快速衰退。然而,最近有研究表明,在短期记忆之前存在运动处理的主要瓶颈,“漏水沙漏”模型被一个顶部更窄的“漏水烧瓶”模型所取代,以捕捉短期记忆之前的瓶颈。漏水烧瓶模型基于一项研究的数据,本文的第一个目标是通过使用不同的数据集来测试漏水烧瓶模型是否具有普遍性。本文的第二个目标是探索各种记忆系统的方框图模型,并确定数据支持度最高的模型。我们用统计混合模型来表示这些方框图模型,并通过使用贝叶斯信息准则(BIC)发现,一个包含四个成分,即感觉记忆、注意力、短期记忆和猜测的模型最适合我们的数据。总之,我们推广了之前关于早期定性和定量瓶颈的研究结果,如漏水烧瓶模型中所表达的,并表明一个四过程模型可以很好地解释视觉信息是如何在记忆中进行处理和存储的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7cf1/8955927/63669e4f373f/vision-06-00015-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验