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Decoupled Bidirectional Spatio-Temporal Fusion Network for Hybrid EEG-fNIRS Cognitive Task Classification

<b>Background/Objectives:</b> Multimodal neuroimaging, particularly the integration of electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS), has emerged as a key methodology for investigating brain function and classifying neural activity. However, the efficient fusion of t...

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Principais autores: Zirui Wang, Guanghao Huang, Zhuochao Chen, Xiaorui Liu, Yinhua Liu, Keum-Shik Hong
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-02-01
Serier:Brain Sciences
Fag:
multimodal neuroimaging
EEG
fNIRS
spatio-temporal alignment
decoupled fusion
cognitive task classification
Online adgang:https://www.mdpi.com/2076-3425/16/2/241
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