Combining robust level extraction and unsupervised adaptive classification for high-accuracy fNIRS-BCI: An evidence on single-trial differentiation between mentally arithmetic- and singing-tasks

Functional near-infrared spectroscopy (fNIRS) is a safe and non-invasive optical imaging technique that is being increasingly used in brain-computer interfaces (BCIs) to recognize mental tasks. Unlike electroencephalography (EEG) which directly measures neural activation, fNIRS signals reflect neuro...

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Detalles Bibliográficos
Autores principales: Zhang, Yao, Liu, Dongyuan, Zhang, Pengrui, Li, Tieni, Li, Zhiyong, Gao, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9589108/
https://www.ncbi.nlm.nih.gov/pubmed/36300170
http://dx.doi.org/10.3389/fnins.2022.938518

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9589108/
https://www.ncbi.nlm.nih.gov/pubmed/36300170
http://dx.doi.org/10.3389/fnins.2022.938518

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