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Modelling Working Memory Through Attentional Mechanisms

机译:通过注意机制建立工作记忆模型

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Recent studies of working memory have shown that the network of brain areas that supports working memory function overlaps heavily with the well studied network of selective attention. It has thus been suggested that working memory may operate by means of a repeated focusing of attention on the internal representations of the items that need to be maintained. We have employed our CODAM model of attention to simulate a specific working memory paradigm based on precisely this concept of 'refreshing' internal representations using attention. We propose here that the well known capacity limit of working memory can be attributed to the 'scarceness' of attentional resources. The specific mechanism of CODAM for modelling such scarceness is used in the paradigm to explain the behavioural and brain imaging data. This and related paradigms allow us to extend the specification of CODAM sites and functions to more detailed executive functions under executive control.
机译:对工作记忆的最新研究表明,支持工作记忆功能的大脑区域网络与经过充分研究的选择性注意网络严重重叠。因此建议,工作存储器可以通过将注意力集中在需要维护的物品的内部表示上来进行操作。我们已经使用了注意力的CODAM模型来精确地基于使用注意力“刷新”内部表示的概念来模拟特定的工作记忆范例。我们在这里提出,众所周知的工作记忆容量限制可以归因于注意力资源的“稀缺性”。 CODAM用于模拟这种稀缺性的特定机制在范例中用于解释行为和大脑成像数据。这种和相关的范例使我们能够将CODAM站点和功能的规范扩展到在执行控制下更详细的执行功能。

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