A dual-trace model for visual sensory memory.

感觉系统 感觉记忆 视觉记忆 计算机科学 跟踪(心理语言学) 标志性记忆 视觉短时记忆 人工智能 认知心理学 工作记忆 模式识别(心理学) 心理学 认知 神经科学 语言学 哲学
作者
Marcus Cappiello,Weiwei Zhang
出处
期刊:Journal of Experimental Psychology: Human Perception and Performance [American Psychological Association]
卷期号:42 (11): 1903-1922 被引量:21
标识
DOI:10.1037/xhp0000274
摘要

Visual sensory memory refers to a transient memory lingering briefly after the stimulus offset. Although previous literature suggests that visual sensory memory is supported by a fine-grained trace for continuous representation and a coarse-grained trace of categorical information, simultaneous separation and assessment of these traces can be difficult without a quantitative model. The present study used a continuous estimation procedure to test a novel mathematical model of the dual-trace hypothesis of visual sensory memory according to which visual sensory memory could be modeled as a mixture of 2 von Mises (2VM) distributions differing in standard deviation. When visual sensory memory and working memory (WM) for colors were distinguished using different experimental manipulations in the first 3 experiments, the 2VM model outperformed Zhang and Luck (2008) standard mixture model (SM) representing a mixture of a single memory trace and random guesses, even though SM outperformed 2VM for WM. Experiment 4 generalized 2VM's advantages of fitting visual sensory memory data over SM from color to orientation. Furthermore, a single trace model and 4 other alternative models were ruled out, suggesting the necessity and sufficiency of dual traces for visual sensory memory. Together these results support the dual-trace model of visual sensory memory and provide a preliminary inquiry into the nature of information loss from visual sensory memory to WM. (PsycINFO Database Record
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