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Cross-Modal Transfer Learning From EEG to Functional Near-Infrared Spectroscopy for Classification Task in Brain-Computer Interface System

The brain-computer interface (BCI) based on functional near-infrared spectroscopy (fNIRS) has received more and more attention due to its vast application potential in emotion recognition. However, the relatively insufficient investigation of the feature extraction algorithms limits its use in pract...

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Detalles Bibliográficos
Autores principales: Wang, Yuqing, Yang, Zhiqiang, Ji, Hongfei, Li, Jie, Liu, Lingyu, Zhuang, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021696/
https://www.ncbi.nlm.nih.gov/pubmed/35465540
http://dx.doi.org/10.3389/fpsyg.2022.833007