Working-memory load decoding model inspired by brain cognition based on cross-frequency coupling

Working-memory load decoding model inspired by brain cognition based on cross-frequency coupling

Working memory, a fundamental cognitive function of the brain, necessitates the evaluation of cognitive load intensity due to limited cognitive resources. Optimizing cognitive load can enhance task performance efficiency by preventing resource waste and overload. Therefore, identifying working memor...

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Bibliographic Details
Main Authors:	Jing Zhang, Tingyi Tan, Yuhao Jiang, Congming Tan, Liangliang Hu, Daowen Xiong, Yikang Ding, Guowei Huang, Junjie Qin, Yin Tian
Format:	Article
Language:	English
Published:	Elsevier 2025-02-01
Series:	Brain Research Bulletin
Subjects:	Delayed matching-to-sample Cross-frequency coupling Sinc convolution layer Working memory EEG decoding Interpretability
Online Access:	http://www.sciencedirect.com/science/article/pii/S0361923025000188
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