An Automatic Identification Method for the Blink Artifacts in the Magnetoencephalography with Machine Learning

An Automatic Identification Method for the Blink Artifacts in the Magnetoencephalography with Machine Learning

Magnetoencephalography (MEG) detects very weak magnetic fields originating from the neurons so as to study human brain functions. The original detected MEG data always include interference generated by blinks, which can be called blink artifacts. Blink artifacts could cover the MEG signal we are int...

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Bibliographic Details
Main Authors: Yulong Feng, Wei Xiao, Teng Wu, Jianwei Zhang, Jing Xiang, Hong Guo
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
magnetoencephalography
blink artifacts
electrooculogram
machine learning
signal space projection
Online Access:https://www.mdpi.com/2076-3417/11/5/2415

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https://www.mdpi.com/2076-3417/11/5/2415

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