The effect of using Elman-type feedback SOM for sleep stage diagnosis

2010 IEEE/ICME International Conference on Complex Medical Engineering, CME2010

Volumn , Issue , 2010, Pages 165-170

  Shimada, Takamasa ^a   Tamura, Kazuhiro ^a   Fukami, Tadanori ^b   Saito, Yoichi ^c  

^a TOKYO DENKI UNIVERSITY   (Japan)

^b YAMAGATA UNIVERSITY   (Japan)

^c Research Institute for EEG Analysis   (Japan)

Author keywords

EEG; Self Organizing Maps; Sleep stage

Indexed keywords

AUTOMATIC DIAGNOSIS; BEST MATCHING UNITS; COMPLEX INPUTS; DIAGNOSIS METHODS; EEG; INPUT DATAS; MENTAL DISEASE; OBJECTIVE METHODS; SLEEP STAGE;

BIOMEDICAL ENGINEERING; COMPUTER AIDED DIAGNOSIS; CONFORMAL MAPPING; INPUT OUTPUT PROGRAMS; PROGRAM DIAGNOSTICS; SELF ORGANIZING MAPS; WAKES;

SLEEP RESEARCH;

EID: 77957758568     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCME.2010.5558849     Document Type: Conference Paper

References (4)

1. Jose C. Principe and Jack R. Smith (1986) SAM ICOS-A Sleep Analyzing Microcomputer System, IEEE Trans. Biomed. Eng., vol. BME-33, pp. 935-941.
2. Jose C. Principe, Sunit K. Gala and Tae G. Chang (1989) Sleep Staging Automaton Based on the Theory of Evidence, IEEE Trans. Biomed. Eng., vol. 36, pp. 503-509.
3. Richard P. Lippmann (1987) An Introduction to Computing with Neural Nets, IEEE ASSP Mag., pp. 4-22, apr.
4. Elman, J. L. (1990) Finding structureintime, Cognitive Science, Vol. 14, 1990, pp. 179-211.