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Open AccessJournal ArticleDOI

Why some colors appear more memorable than others: A model combining categories and particulars in color working memory.

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TLDR
The proposed dual content model of color representation demonstrates how the main consequence of visual working memory maintenance is the amplification of category related biases and stimulus-specific variability that originate in perception.
Abstract
Categorization with basic color terms is an intuitive and universal aspect of color perception. Yet research on visual working memory capacity has largely assumed that only continuous estimates within color space are relevant to memory. As a result, the influence of color categories on working memory remains unknown. We propose a dual content model of color representation in which color matches to objects that are either present (perception) or absent (memory) integrate category representations along with estimates of specific values on a continuous scale (“particulars”). We develop and test the model through 4 experiments. In a first experiment pair, participants reproduce a color target, both with and without a delay, using a recently influential estimation paradigm. In a second experiment pair, we use standard methods in color perception to identify boundary and focal colors in the stimulus set. The main results are that responses drawn from working memory are significantly biased away from category boundaries and toward category centers. Importantly, the same pattern of results is present without a memory delay. The proposed dual content model parsimoniously explains these results, and it should replace prevailing single content models in studies of visual working memory. More broadly, the model and the results demonstrate how the main consequence of visual working memory maintenance is the amplification of category related biases and stimulus-specific variability that originate in perception.

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Journal ArticleDOI

The Distributed Nature of Working Memory

TL;DR: It is proposed that the propensity to produce persistent activity is a general feature of cortical networks and may have to shift focus from asking where working memory can be observed in the brain to how a range of specialized brain areas together transform sensory information into a delayed behavioral response.
Journal ArticleDOI

The Gold Standard Paradox in Digital Image Analysis: Manual Versus Automated Scoring as Ground Truth

TL;DR: Awareness of the gold standard paradox is necessary when using traditional pathologist scores to analytically validate a tIA tool because image analysis is used specifically to overcome known sources of bias in visual assessment of tissue sections.
Journal ArticleDOI

Clear evidence for item limits in visual working memory.

TL;DR: A whole report memory procedure in which subjects reported all items in each trial and indicated whether they were guessing with each response yielded evidence that guesses, not low-precision representations, best explain limitations in working memory.
Journal ArticleDOI

Accounting for stimulus-specific variation in precision reveals a discrete capacity limit in visual working memory.

TL;DR: The hypothesis that a major source of variability in VWM performance arises from systematic variation in precision across the stimuli themselves is evaluated; such stimulus-specific variability can be incorporated into both discrete-capacity and variable-precision resource models.
Journal ArticleDOI

Categorical working memory representations are used in delayed estimation of continuous colors.

TL;DR: This work presents a model of visual working memory that includes both continuous and categorical memory representations, and outperforms this standard modeling approach, which demonstrates that categorical representations should be accounted for by mathematical models ofVisual working memory.
References
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Journal ArticleDOI

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David H. Brainard
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TL;DR: The Psychophysics Toolbox is a software package that supports visual psychophysics and its routines provide an interface between a high-level interpreted language and the video display hardware.
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A feature-integration theory of attention

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Book ChapterDOI

Chapter 11 Working memory

TL;DR: This chapter demonstrates the functional importance of dopamine to working memory function in several ways and demonstrates that a network of brain regions, including the prefrontal cortex, is critical for the active maintenance of internal representations.
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Color Science. Concepts and Methods, Quantitative Data and Formulas

TL;DR: An encyclopedic survey of color science can be found in this article, which includes details of light sources, color filters, physical detectors of radiant energy, and the working concepts in color matching, discrimination, and adaptation.
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Basic Color Terms: Their Universality and Evolution

Paul Kay
TL;DR: In this paper, the data, hypothesis, and general findings have been presented, including the evolution of basic color terms, and the data and hypothesis of the color term evolution, and some speculations.
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