EF-Net: Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN

Analysis of brain signals is essential to the study of mental states and various neurological conditions. The two most prevalent noninvasive signals for measuring brain activities are electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS). EEG, characterized by its higher sam...

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Bibliographic Details
Main Authors: Aniqa Arif, Yihe Wang, Rui Yin, Xiang Zhang, Ahmed Helmy
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/6/1889