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Object Selection Costs in Visual Working Memory: A Diffusion Model Analysis of the Focus of Attention

机译:视觉工作记忆中的对象选择成本:注意力集中的扩散模型分析

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A central question in working memory research concerns the degree to which information in working memory is accessible to other cognitive processes (e. g., decision-making). Theories assuming that the focus of attention can only store a single object at a time require the focus to orient to a target representation before further processing can occur. The need to orient the focus of attention implies that single-object accounts typically predict response time costs associated with object selection even when working memory is not full (i. e., memory load is less than 4 items). For other theories that assume storage of multiple items in the focus of attention, predictions depend on specific assumptions about the way resources are allocated among items held in the focus, and how this affects the time course of retrieval of items from the focus. These broad theoretical accounts have been difficult to distinguish because conventional analyses fail to separate components of empirical response times related to decision-making from components related to selection and retrieval processes associated with accessing information in working memory. To better distinguish these response time components from one another, we analyze data from a probed visual working memory task using extensions of the diffusion decision model. Analysis of model parameters revealed that increases in memory load resulted in (a) reductions in the quality of the underlying stimulus representations in a manner consistent with a sample size model of visual working memory capacity and (b) systematic increases in the time needed to selectively access a probed representation in memory. The results are consistent with single-object theories of the focus of attention. The results are also consistent with a subset of theories that assume a multiobject focus of attention in which resource allocation diminishes both the quality and accessibility of the underlying representations.
机译:工作记忆研究中的中心问题涉及工作记忆中的信息可被其他认知过程(例如,决策)访问的程度。假设关注焦点一次只能存储一个对象的理论要求在进行进一步处理之前将焦点定向到目标表示。定位关注焦点的需要意味着,即使当工作存储器未满(即,存储器负载小于4个项目)时,单个对象帐户也通常会预测与对象选择相关的响应时间成本。对于假设在关注焦点中存储多个项目的其他理论,预测取决于关于在焦点中保存的项目之间分配资源的方式的特定假设,以及这如何影响从焦点中检索项目的时间过程。这些广泛的理论解释难以区分,因为常规分析无法将与决策相关的经验响应时间的组件与与访问工作内存中的信息相关的选择和检索过程的组件分开。为了更好地区分这些响应时间组件,我们使用扩散决策模型的扩展来分析探测的视觉工作记忆任务中的数据。对模型参数的分析表明,记忆负荷的增加导致(a)基本刺激表示的质量降低,其方式与视觉工作记忆能力的样本量模型一致,并且(b)有选择地需要的系统时间增加访问内存中的探测表示。结果与关注的单对象理论是一致的。该结果还与假设多目标关注的理论子集一致,其中资源分配同时降低了基础表示的质量和可访问性。

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