Sleep stage study with wavelet time-frequency analysis

Proceedings of 2005 International Conference on Neural Networks and Brain Proceedings, ICNNB'05

Volumn 2, Issue , 2005, Pages 872-875

  Jinghong, Li ^a   Yuyuan, Du ^a   Lihong, Zhao ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; CLASSIFICATION (OF INFORMATION); ELECTROENCEPHALOGRAPHY; NEURAL NETWORKS; NONINVASIVE MEDICAL PROCEDURES; WAVELET TRANSFORMS;

COARSE RESOLUTION; EEG RECORDINGS; SLEEP ANALYSIS; TIME FREQUENCY ANALYSIS;

SLEEP RESEARCH;

EID: 33847124867     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. L. Molinari, G. Dumermuth, and B. Lange, "EEG-based multivariate statistical analysis of sleep stages," Neuropsychobiology Vol.11, pp.140-148, 1984.
2. S. Malat, "A theory of multiresolution signal decomposition: the Wavelet representation," IEEE transaction on pattern analysis and machine intelligence, Vol. 11, No. 7, pp. 674-643, 1989.
3. A. Nicolas, D. Petit, S. Rompre, et al., "Sleep spindle characteristics in healthy subjects of different age groups," Clin Neurophysiol, Vol.112, No.3, pp. 521-527, 2001.
4. T. Shimada, T. Shiina, and Y, Saito, "Sleep stage diagnosis system with neural network analysis," Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, April, 1998, pp. 2074-2077.
5. C. A. Holzmann, C. A. Perez, C. M. Held, M. S. Martin, F. Pizarro, J. P. Perez, et al., "Expert-system classification of sleep/waking states," Medical & Biological Engineering & Computing, Vol.37,No.4, pp. 466476,1999.
6. N. Schaltenbrand, et al., "Sleep stage scoring using the neural network model: Comparison between visual an automatic analysis in normal subjects and patients," Sleep Vol.1, No.1, pp.26-35,1996.
7. Michael Groezinger, et al., "Online dection of REM sleep based on the comprehensive evaluation of short adjacent EEG segments by artificial neural networks," Prog. Neuro-Psyehopharmacol. & Biol. Psychiat, 1997, Vol. 21, pp. 951-963.
8. A. N. Shepovalnikov, M. N. Tsitseroshin, et al., "Interregional cortical interactions at different stages of natural sleep and hypnotic state: EEG evidence," Human Physiology, Vol. 31, No. 2, Pp.150-163, 2005.
9. J. L. Canteros, M. Atienza, R. Stickgold, J. A. Hobson, "Nightcap: A reliable system for determining sleep-onset latency," Sleep, Vol.25, No.2, pp. 238-245, 2002.
10. C. Anderson, J.A. Home, "Pre-Frontal Cortex: Links between low frequency delta EEG in sleep and neuropsychological performance in healthy,older people," Psychophysiology, Vol.40,No.3, pp. 349-357,2003.