EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach

@article{Pal2008EEGBasedSA,
  title={EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach},
  author={Nikhil R. Pal and Chien-Yao Chuang and Li-Wei Ko and Chih-Feng Chao and Tzyy-Ping Jung and Sheng-Fu Liang and Chin-Teng Lin},
  journal={EURASIP J. Adv. Sig. Proc.},
  year={2008},
  volume={2008}
}
1Department of Computer Science, National Chiao-Tung University, 1001 University Road, Hsinchu 30010, Taiwan 2Brain Research Center, National Chiao-Tung University, 1001 University Road, Hsinchu 30010, Taiwan 3Computer and Communication Sciences Division, Electronics and Communication Sciences Unit, Indian Statistical Institute, 203 Barrackpore Trunk Road, Kolkata 700108, India 4 Institute for Neural Computation, University of California of San Diego, 4150 Regents Park Row, La Jolla, CA 92037… CONTINUE READING
Highly Cited
This paper has 99 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 50 extracted citations

Detection of driver drowsiness in driving environment using deep learning methods

2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) • 2018
View 1 Excerpt

EEG classification of driver mental states by deep learning

Cognitive Neurodynamics • 2018
View 1 Excerpt

Single-Channel Real-Time Drowsiness Detection Based on Electroencephalography

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) • 2018

Automatic detection of drowsiness in EEG records based on time analysis

2017 Innovations in Power and Advanced Computing Technologies (i-PACT) • 2017

Detection and classification of pilots cognitive state using EEG

2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA) • 2017
View 1 Excerpt

99 Citations

051015'10'13'16'19
Citations per Year
Semantic Scholar estimates that this publication has 99 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 35 references

An EEG-based subject- and session-independent drowsiness detection

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) • 2008
View 2 Excerpts

EEG-based drowsiness estimation for safety driving using independent component analysis

IEEE Transactions on Circuits and Systems I: Regular Papers • 2005
View 2 Excerpts

A portable device for alertness detection

K. B. Khalifa, M. H. Bedoui, R. Raytchev, M. Dogui
Proceedings of the 1st Annual International Conference on Microtechnologies in Medicine and Biology (MMB ’00), pp. 584–586, Lyon, France, October 2000. • 2000

Alertness monitor using neural networks for EEG analysis

B. J. Wilson, T. D. Bracewell
Proceedings of the 10th IEEE Workshop on Neural Network for Signal Processing (NNSP ’00), vol. 2, pp. 814–820, Sydney, Australia, December 2000. • 2000

Awareness during drowsiness: dynamics and electrophysiological correlates.

Canadian journal of experimental psychology = Revue canadienne de psychologie experimentale • 2000
View 1 Excerpt

Changes in EEG alpha power during simulated driving: a demonstration.

International journal of psychophysiology : official journal of the International Organization of Psychophysiology • 2000
View 1 Excerpt

Similar Papers

Loading similar papers…