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

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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Bibliographic Details
Main Authors: Sajila D. Wickramaratne, Md.Shaad Mahmud
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Big Data
Subjects:
functional near-infrared spectroscopy
deep learning
classification
GAN
CGAN
CNN
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.659146/full

Internet

https://www.frontiersin.org/articles/10.3389/fdata.2021.659146/full

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