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Chunk Formation in Immediate Memory and How It Relates to Data Compression

机译:立即内存中的块形成及其与数据压缩的关系

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摘要

This paper attempts to evaluate the capacity of immediate memory to cope with new situations in relation to the compressibility of information likely to allow the formation of chunks. We constructed a task in which untrained participants had to immediately recall sequences of stimuli with possible associations between them. Compressibility of information was used to measure the chunkability of each sequence on a single trial. Compressibility refers to the recoding of information in a more compact representation. Although compressibility has almost exclusively been used to study long-term memory, our theory suggests that a compression process relying on redundancies within the structure of the list materials can occur very rapidly in immediate memory. The results indicated a span of about three items when the list had no structure, but increased linearly as structure was added. The amount of information retained in immediate memory was maximal for the most compressible sequences, particularly when information was ordered in a way that facilitated the compression process. We discuss the role of immediate memory in the rapid formation of chunks made up of new associations that did not already exist in long-term memory, and we conclude that immediate memory is the starting place for the reorganization of information.
机译:本文试图评估即时记忆的能力,以应对与可能允许形成块的信息可压缩性相关的新情况。我们构建了一项任务,其中未经培训的参与者必须立即回忆起刺激序列,并在它们之间可能存在关联。信息的可压缩性用于在单个试验中测量每个序列的成块性。可压缩性是指以更紧凑的表示形式对信息进行重新编码。尽管可压缩性几乎专门用于研究长期记忆,但我们的理论表明,依赖于列表材料结构内冗余的压缩过程可以在快速记忆中快速发生。结果表明,当列表没有结构时,跨度大约为三项,但随着结构的增加线性增加。对于大多数可压缩序列,保留在即时存储器中的信息量最大,尤其是当信息以有助于压缩过程的方式进行排序时。我们讨论了即时记忆在由长期关联中不存在的新关联组成的块的快速形成中的作用,并得出结论,即时记忆是信息重组的起点。

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