Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method

Yumi Takizawa, Sunao Uchida, Atsushi Fukasawa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper describes the analysis of electroencephalogram (EEG) signal from human brains on sleep. The result of the analysis based on the Instantaneous Maximum Entropy Method (IMEM) clarified multiple effect on the investigation of human sleep. By this analysis, the negative correlation was found out between sleep spindle and delta wave during deep NREM sleep. The fine structure of time dependent behaviour was made clear of alpha wave at sleep onset, sleep spindle and delta wave during NREM sleep.

Original languageEnglish
Title of host publicationIEEE International Symposium on Industrial Electronics
Place of PublicationPiscataway, NJ, United States
PublisherIEEE
Pages978-982
Number of pages5
Volume3
Publication statusPublished - 1997
Externally publishedYes
EventProceedings of the 1997 IEEE International Symposium on Industrial Electronics, ISIE. Part 3 (of 3) - Guimaraes, Portugal
Duration: 1997 Jul 71997 Jul 11

Other

OtherProceedings of the 1997 IEEE International Symposium on Industrial Electronics, ISIE. Part 3 (of 3)
CityGuimaraes, Portugal
Period97/7/797/7/11

Fingerprint

Maximum entropy methods
Electroencephalography
Sleep
Brain

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Takizawa, Y., Uchida, S., & Fukasawa, A. (1997). Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method. In IEEE International Symposium on Industrial Electronics (Vol. 3, pp. 978-982). Piscataway, NJ, United States: IEEE.

Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method. / Takizawa, Yumi; Uchida, Sunao; Fukasawa, Atsushi.

IEEE International Symposium on Industrial Electronics. Vol. 3 Piscataway, NJ, United States : IEEE, 1997. p. 978-982.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Takizawa, Y, Uchida, S & Fukasawa, A 1997, Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method. in IEEE International Symposium on Industrial Electronics. vol. 3, IEEE, Piscataway, NJ, United States, pp. 978-982, Proceedings of the 1997 IEEE International Symposium on Industrial Electronics, ISIE. Part 3 (of 3), Guimaraes, Portugal, 97/7/7.
Takizawa Y, Uchida S, Fukasawa A. Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method. In IEEE International Symposium on Industrial Electronics. Vol. 3. Piscataway, NJ, United States: IEEE. 1997. p. 978-982
Takizawa, Yumi ; Uchida, Sunao ; Fukasawa, Atsushi. / Electroencephalogram analysis based on the Instantaneous Maximum Entropy Method. IEEE International Symposium on Industrial Electronics. Vol. 3 Piscataway, NJ, United States : IEEE, 1997. pp. 978-982
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