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Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data

Functional near-infrared spectroscopy (fNIRS) is a neuroimaging technique used for mapping the functioning human cortex. fNIRS can be widely used in population studies due to the technology’s economic, non-invasive, and portable nature. fNIRS can be used for task classification, a crucial part of fu...

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Detalles Bibliográficos
Autores principales: Wickramaratne, Sajila D., Mahmud, Md.Shaad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8362663/
https://www.ncbi.nlm.nih.gov/pubmed/34396092
http://dx.doi.org/10.3389/fdata.2021.659146