[PDF][PDF] Prediction of microsleeps using EEG inter-channel relationships

AB Buriro - 2019 - ir.canterbury.ac.nz
A microsleep is a brief and involuntary sleep-related loss of consciousness of up to 15 s
during an active and attention-demanding task. Such episodes of unresponsiveness are of …

[PDF][PDF] Prediction of microsleeps from EEG using Bayesian approaches.

M Shoorangiz - 2018 - ir.canterbury.ac.nz
Microsleeps are brief unintentional episodes of sleep-related loss of consciousness up to 15
s during an active task, such as driving. Such episodes of unresponsiveness are of …

Predicting microsleep states using EEG inter-channel relationships

AB Buriro, R Shoorangiz, SJ Weddell… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A microsleep is a brief and an involuntary sleep-related loss of consciousness of up to 15 s.
We investigated the performances of seven pairwise inter-channel relationships-covariance …

Detection and prediction of microsleeps from EEG using Spatio-Temporal Patterns

R Shoorangiz, AB Buriro, SJ Weddell… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
A microsleep is a brief lapse in performance due to an involuntary sleep-related loss of
consciousness. These episodes are of particular importance in occupations requiring …

A Review of EEG-based Prediction of Microsleep

AB Buriro, G Mujtaba, S Kumar… - Quaid-e-Awam …, 2023 - publications.quest.edu.pk
Microsleep is a brief, complete, and unintentional sleep-related loss of consciousness. The
duration of microsleeps andthe probability of accidents are highly correlated. In extended …

[PDF][PDF] EEG-based microsleep detection using supervised learning

S Ayyagari, RD Jones, SJ Weddell - Australas. Phys. Eng. Sci. Med, 2015 - academia.edu
METHODS: 8 normal healthy male volunteers aged 18–36 years (mean= 26.5) performed a
visuomotor tracking task while EEG, facial video, and tracking behavior were recorded. EEG …

[PDF][PDF] Detection of microsleeps from the eeg via optimized classification techniques.

J Larocco - 2015 - ir.canterbury.ac.nz
Microsleeps are complete breaks in responsiveness for 0.5–15 s. They can lead to multiple
fatalities in certain occupational fields (eg, transportation and military) due to the need in …

Balanced Leave-One-Subject-Out Cross-Validation for Microsleep Detection

MP Pauli, C Pohl, M Golz - Biomed. Eng, 2021 - degruyter.com
Inter-individual differences in the feature distributions of the electroencephalogram (EEG)
during microsleep events raise questions about the generalisability of the methodology …

Bayesian multi-subject factor analysis to predict microsleeps from EEG power spectral features

R Shoorangiz, SJ Weddell… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Prediction of an imminent microsleep has the potential to save lives and prevent
catastrophic accidents. A microsleep is a brief episode of unintentional unconsciousness …

Inter-individual variability of eeg features during microsleep events

M Golz, A Schenka, F Haselbeck… - Current Directions in …, 2019 - degruyter.com
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 …