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Compression mechanisms in working memory

机译:工作记忆中的压缩机制

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Working memory capacity is limited and much work has been done for decades on estimating its value. However, if stimuli contain redundancies, compression mechanisms probably appear which change the point of view on that capacity. By means of a behavioral study and a computational simulation, we aim at showing that working memory is not just a fixed number of items. We first present a theoretical framework in the domain of information theory in order to analyse this point of view. Then, we show the results of an experiment studying the effects of some regularities on memory recall performance, as well as a simulation using a model of chunking and two different memory models. Our results show that it is probably wrong to consider working memory capacity as a fixed number of items. It is better to express it in terms of a quantity of information.
机译:工作内存容量有限,并且在估算其价值方面已经进行了数十年的工作。但是,如果刺激包含冗余,则可能会出现压缩机制,从而改变了对该容量的观点。通过行为研究和计算仿真,我们旨在证明工作记忆不仅仅是固定数量的项目。为了分析这种观点,我们首先提出了信息理论领域的理论框架。然后,我们展示了研究某些规律性对内存调用性能的影响的实验结果,以及使用分块模型和两个不同内存模型进行的仿真。我们的结果表明,将工作内存容量视为固定数量的项目可能是错误的。最好用大量信息来表达它。

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