Detection of characteristic waves of sleep EEG by neural network analysis

Takamasa Shimada; Tsuyoshi Shiina

Detection of characteristic waves of sleep EEG by neural network analysis

Research output: Contribution to journal › Conference article › peer-review

Abstract

We proposed a new type Neural Network model by which we could detect a several kinds of important characteristic waves in sleep EEG that is used for the diagnosis of sleep stages. Experimental results indicated that the proposed Neural Network model had much more capacity than other conventional methods.

Original language	English
Pages (from-to)	791-792
Number of pages	2
Journal	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	17
Issue number	1
Publication status	Published - 1995
Externally published	Yes
Event	Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2) - Montreal, Can Duration: 1995 Sept 20 → 1995 Sept 23

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

Cite this

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title = "Detection of characteristic waves of sleep EEG by neural network analysis",

abstract = "We proposed a new type Neural Network model by which we could detect a several kinds of important characteristic waves in sleep EEG that is used for the diagnosis of sleep stages. Experimental results indicated that the proposed Neural Network model had much more capacity than other conventional methods.",

author = "Takamasa Shimada and Tsuyoshi Shiina",

year = "1995",

language = "English",

volume = "17",

pages = "791--792",

journal = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",

issn = "0589-1019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "1",

note = "Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2) ; Conference date: 20-09-1995 Through 23-09-1995",

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TY - JOUR

T1 - Detection of characteristic waves of sleep EEG by neural network analysis

AU - Shimada, Takamasa

AU - Shiina, Tsuyoshi

PY - 1995

Y1 - 1995

N2 - We proposed a new type Neural Network model by which we could detect a several kinds of important characteristic waves in sleep EEG that is used for the diagnosis of sleep stages. Experimental results indicated that the proposed Neural Network model had much more capacity than other conventional methods.

AB - We proposed a new type Neural Network model by which we could detect a several kinds of important characteristic waves in sleep EEG that is used for the diagnosis of sleep stages. Experimental results indicated that the proposed Neural Network model had much more capacity than other conventional methods.

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M3 - Conference article

AN - SCOPUS:0029430472

SN - 0589-1019

VL - 17

SP - 791

EP - 792

JO - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

JF - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

IS - 1

T2 - Proceedings of the 1995 IEEE Engineering in Medicine and Biology 17th Annual Conference and 21st Canadian Medical and Biological Engineering Conference. Part 2 (of 2)

Y2 - 20 September 1995 through 23 September 1995

ER -

Detection of characteristic waves of sleep EEG by neural network analysis

Abstract

ASJC Scopus subject areas

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