Differential Entropy Preserves Variational Information of Near-Infrared Spectroscopy Time Series Associated With Working Memory

Differential Entropy Preserves Variational Information of Near-Infrared Spectroscopy Time Series Associated With Working Memory

Neuroscience research shows a growing interest in the application of Near-Infrared Spectroscopy (NIRS) in analysis and decoding of the brain activity of human subjects. Given the correlation that is observed between the Blood Oxygen Dependent Level (BOLD) responses that are exhibited by the time ser...

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Bibliographic Details
Main Authors: Soheil Keshmiri, Hidenubo Sumioka, Ryuji Yamazaki, Hiroshi Ishiguro
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Neuroinformatics
Subjects:
near-infrared spectroscopy
differential entropy
NIRS time series feature extraction
brain activity decoding
working memory
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2018.00033/full

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