Prediction of immediately occurring microsleep events from brain electric signals

Prediction of immediately occurring microsleep events from brain electric signals

This contribution addresses the question if imminent changes of the cortical state are predictable. The analysis is based on 1484 examples of microsleep (MS) and 1940 counterexamples of sustained attention (SA), both observed during overnight driving in the simulator. EEG segments (8 s in length) im...

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Bibliographic Details
Main Authors: Golz Martin, Sommer David, Krajewski Jarek
Format: Article
Language:English
Published: De Gruyter 2016-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
driving simulation
EEG
microsleep
neural networks
sleepiness
support-vector machines
Online Access:http://www.degruyter.com/view/j/cdbme.2016.2.issue-1/cdbme-2016-0035/cdbme-2016-0035.xml?format=INT

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http://www.degruyter.com/view/j/cdbme.2016.2.issue-1/cdbme-2016-0035/cdbme-2016-0035.xml?format=INT

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