InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection

InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection

Electroencephalogram (EEG) is an effective indicator for the detection of driver fatigue. Due to the significant differences in EEG signals across subjects, and difficulty in collecting sufficient EEG samples for analysis during driving, detecting fatigue across subjects through using EEG signals re...

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Bibliographic Details
Main Authors: Hong Zeng, Jiaming Zhang, Wael Zakaria, Fabio Babiloni, Borghini Gianluca, Xiufeng Li, Wanzeng Kong
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
Electroencephalogram (EEG)
InstanceEasyTL
fatigue driving
cross-subject
transfer learning
Online Access:https://www.mdpi.com/1424-8220/20/24/7251

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https://www.mdpi.com/1424-8220/20/24/7251

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