Programming ability prediction: Applying an attention-based convolutional neural network to functional near-infrared spectroscopy analyses of working memory

Programming ability prediction: Applying an attention-based convolutional neural network to functional near-infrared spectroscopy analyses of working memory

Although theoretical studies have suggested that working-memory capacity is crucial for academic achievement, few empirical studies have directly investigated the relationship between working-memory capacity and programming ability, and no direct neural evidence has been reported to support this rel...

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Bibliographic Details
Main Authors: Xiang Guo, Yang Liu, Yuzhong Zhang, Chennan Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Neuroscience
Subjects:
programming ability
fNIRS
working memory
convolutional neural network
attention mechanism
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1058609/full

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