Using the General Linear Model to Improve Performance in fNIRS Single Trial Analysis and Classification: A Perspective

Within a decade, single trial analysis of functional Near Infrared Spectroscopy (fNIRS) signals has gained significant momentum, and fNIRS joined the set of modalities frequently used for active and passive Brain Computer Interfaces (BCI). A great variety of methods for feature extraction and classi...

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Bibliographic Details
Main Authors: Alexander von Lühmann, Antonio Ortega-Martinez, David A. Boas, Meryem Ayşe Yücel
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Human Neuroscience
Subjects:
BCI
GLM
HRF
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2020.00030/full