Inter-individual variability of EEG features during microsleep events

Inter-individual variability of EEG features during microsleep events

This paper examines the question of how strongly the spectral properties of the EEG during microsleep differ between individuals. For this purpose, 3859 microsleep examples were compared with 4044 counterexamples in which drivers were very drowsy but were able to perform the driving task. Two types...

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Bibliographic Details
Main Authors: Golz Martin, Schenka Adolf, Haselbeck Florian, Pauli Martin Patrick
Format: Article
Language:English
Published: De Gruyter 2019-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
microsleep
eeg
periodogram
support-vector machines
svm
learning vector quantization
lvq
gradient boosting
leave one out
loso cross-validation
Online Access:https://doi.org/10.1515/cdbme-2019-0004

Internet

https://doi.org/10.1515/cdbme-2019-0004

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