Psychological Science · 2018 · 18 citations · 35 references
Social SciencesBehavioral SciencesPsychologyCognitive PsychologyExperimental PsychologyMemoryCognitive ModelingColor RepresentationLong-term MemoryMemory SystemsVisual MemoryWorking MemoryColor FidelityHierarchical Bayesian EstimationHierarchical Bayesian ModelPerceptual FidelityVisual Working MemoryWorking Memory ModelsWorking Memory Representation
How detailed are long-term-memory representations compared with working memory representations? Recent research has found an equal fidelity bound for both memory systems, suggesting a novel general constraint on memory. Here, we assessed the replicability of this discovery. Participants (total N = 72) were presented with colored real-life objects and were asked to recall the colors using a continuous color wheel. Deviations from study colors were modeled to generate two estimates of color memory: the variability of remembered colors-fidelity-and the probability of forgetting the color. Estimating model parameters using both maximum-likelihood estimation and Bayesian hierarchical modeling, we found that working memory had better fidelity than long-term memory (Experiments 1 and 2). Furthermore, within each system, fidelity worsened as a function of time-correlated mechanisms (Experiments 2 and 3). We conclude that fidelity is subject to decline across and within memory systems. Thus, the justification for a general fidelity constraint in memory does not seem to be valid.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
David H. Brainard · Spatial Vision · 1997 · 20.1K citations
Discrete fixed-resolution representations in visual working memory
Weiwei Zhang, Steven J. Luck · Nature · 2008 · 1.7K citations · Full text