Unity and diversity in working memory load: Evidence for the separability of the executive functions updating and inhibition using machine learning.

Tanja Krumpe,Christian Scharinger,Wolfgang Rosenstiel,Peter Gerjets,Martin Spüler

Biological Psychology（2018）

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摘要

•Aim: Find indicators for unique properties of EFs updating and inhibition in EEG.•Design: Enables to compare properties and interplay of EFs under the same conditions.•New: Machine learning approach is used and compared to standard analysis techniques.•Result: Evidence for diversity of EFs updating and inhibition can be found in EEG.•New approach complements standard techniques.

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关键词

Working memory load,Single trial classification,executive functions,Electroencephalography (EEG),Updating,Inhibition,Support vector machine (SVM),Machine learning

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