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Compression in Working Memory and Its Relationship With Fluid Intelligence

Abstract : Working memory has been shown to be strongly related to fluid intelligence; however, our goal is to shed further light on the process of information compression in working memory as a determining factor of fluid intelligence. Our main hypothesis was that compression in working memory is an excellent indicator for studying the relationship between working‐memory capacity and fluid intelligence because both depend on the optimization of storage capacity. Compressibility of memoranda was estimated using an algorithmic complexity metric. The results showed that compressibility can be used to predict working‐memory performance and that fluid intelligence is well predicted by the ability to compress information. We conclude that the ability to compress information in working memory is the reason why both manipulation and retention of information are linked to intelligence. This result offers a new concept of intelligence based on the idea that compression and intelligence are equivalent problems.
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Contributor : Laurence Leroux Connect in order to contact the contributor
Submitted on : Thursday, September 13, 2018 - 10:29:02 AM
Last modification on : Tuesday, March 29, 2022 - 3:52:22 AM
Long-term archiving on: : Friday, December 14, 2018 - 2:46:29 PM


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Mustapha Chekaf, Nicolas Gauvrit, Alessandro Guida, Fabien Mathy. Compression in Working Memory and Its Relationship With Fluid Intelligence. Cognitive Science, Wiley, 2018, 42, pp.904 - 922. ⟨10.1111/cogs.12601⟩. ⟨hal-01873321⟩



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