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Domain adaptation for robust workload level alignment between sessions and subjects using fNIRS
Significance: We demonstrated the potential of using domain adaptation on functional near-infrared spectroscopy (fNIRS) data to classify different levels of [Formula: see text]-back tasks that involve working memory. Aim: Domain shift in fNIRS data is a challenge in the workload level alignment acro...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790507/ https://www.ncbi.nlm.nih.gov/pubmed/33415849 http://dx.doi.org/10.1117/1.JBO.26.2.022908 |