Computerization of Fujimori's method of waveform recognition a review and methodological considerations for its application to all-night sleep EEG

Sunao Uchida, Masato Matsuura, Shigeki Ogata, Takuji Yamamoto, Naoyuki Aikawa

研究成果: Article

16 引用 (Scopus)

抄録

This article critically reviews 8 computer implementations of Fujimori's method for EEG waveform recognition, with methodological considerations for the application of this method to the analysis of all-night sleep EEG. Fujimori's method has been considered one of the most appropriate waveform analyses for EEG. This kind of analysis is advantageous for measuring frequency and amplitude of each EEG wave separately. However, current implementations have drawbacks which must be resolved before they can be used on all-night sleep EEG. An optimal sampling rate should be determined which is appropriate to the purpose of analysis. Amplitude thresholds for wave recognition, which are now set arbitrarily, should also be improved. Measurement of waves in higher orders of superimposition is also necessary, although existing systems are limited to the second order. Additional algorithms, such as for the separate detection of sleep slow waves, may be useful. Further applications for Fujimori's method are suggested.

元の言語English
ページ(範囲)1-12
ページ数12
ジャーナルJournal of Neuroscience Methods
64
発行部数1
DOI
出版物ステータスPublished - 1996 1
外部発表Yes

Fingerprint

Electroencephalography
Sleep

ASJC Scopus subject areas

  • Neuroscience(all)

これを引用

Computerization of Fujimori's method of waveform recognition a review and methodological considerations for its application to all-night sleep EEG. / Uchida, Sunao; Matsuura, Masato; Ogata, Shigeki; Yamamoto, Takuji; Aikawa, Naoyuki.

:: Journal of Neuroscience Methods, 巻 64, 番号 1, 01.1996, p. 1-12.

研究成果: Article

Uchida, Sunao ; Matsuura, Masato ; Ogata, Shigeki ; Yamamoto, Takuji ; Aikawa, Naoyuki. / Computerization of Fujimori's method of waveform recognition a review and methodological considerations for its application to all-night sleep EEG. :: Journal of Neuroscience Methods. 1996 ; 巻 64, 番号 1. pp. 1-12.
@article{191cf0e498664b18b9570d493c406c32,
title = "Computerization of Fujimori's method of waveform recognition a review and methodological considerations for its application to all-night sleep EEG",
abstract = "This article critically reviews 8 computer implementations of Fujimori's method for EEG waveform recognition, with methodological considerations for the application of this method to the analysis of all-night sleep EEG. Fujimori's method has been considered one of the most appropriate waveform analyses for EEG. This kind of analysis is advantageous for measuring frequency and amplitude of each EEG wave separately. However, current implementations have drawbacks which must be resolved before they can be used on all-night sleep EEG. An optimal sampling rate should be determined which is appropriate to the purpose of analysis. Amplitude thresholds for wave recognition, which are now set arbitrarily, should also be improved. Measurement of waves in higher orders of superimposition is also necessary, although existing systems are limited to the second order. Additional algorithms, such as for the separate detection of sleep slow waves, may be useful. Further applications for Fujimori's method are suggested.",
keywords = "Computer analysis, EEG waveform recognition method, Fujimori's method, Methodology, Sleep, Time domain analysis",
author = "Sunao Uchida and Masato Matsuura and Shigeki Ogata and Takuji Yamamoto and Naoyuki Aikawa",
year = "1996",
month = "1",
doi = "10.1016/0165-0270(95)00115-8",
language = "English",
volume = "64",
pages = "1--12",
journal = "Journal of Neuroscience Methods",
issn = "0165-0270",
publisher = "Elsevier",
number = "1",

}

TY - JOUR

T1 - Computerization of Fujimori's method of waveform recognition a review and methodological considerations for its application to all-night sleep EEG

AU - Uchida, Sunao

AU - Matsuura, Masato

AU - Ogata, Shigeki

AU - Yamamoto, Takuji

AU - Aikawa, Naoyuki

PY - 1996/1

Y1 - 1996/1

N2 - This article critically reviews 8 computer implementations of Fujimori's method for EEG waveform recognition, with methodological considerations for the application of this method to the analysis of all-night sleep EEG. Fujimori's method has been considered one of the most appropriate waveform analyses for EEG. This kind of analysis is advantageous for measuring frequency and amplitude of each EEG wave separately. However, current implementations have drawbacks which must be resolved before they can be used on all-night sleep EEG. An optimal sampling rate should be determined which is appropriate to the purpose of analysis. Amplitude thresholds for wave recognition, which are now set arbitrarily, should also be improved. Measurement of waves in higher orders of superimposition is also necessary, although existing systems are limited to the second order. Additional algorithms, such as for the separate detection of sleep slow waves, may be useful. Further applications for Fujimori's method are suggested.

AB - This article critically reviews 8 computer implementations of Fujimori's method for EEG waveform recognition, with methodological considerations for the application of this method to the analysis of all-night sleep EEG. Fujimori's method has been considered one of the most appropriate waveform analyses for EEG. This kind of analysis is advantageous for measuring frequency and amplitude of each EEG wave separately. However, current implementations have drawbacks which must be resolved before they can be used on all-night sleep EEG. An optimal sampling rate should be determined which is appropriate to the purpose of analysis. Amplitude thresholds for wave recognition, which are now set arbitrarily, should also be improved. Measurement of waves in higher orders of superimposition is also necessary, although existing systems are limited to the second order. Additional algorithms, such as for the separate detection of sleep slow waves, may be useful. Further applications for Fujimori's method are suggested.

KW - Computer analysis

KW - EEG waveform recognition method

KW - Fujimori's method

KW - Methodology

KW - Sleep

KW - Time domain analysis

UR - http://www.scopus.com/inward/record.url?scp=0030028142&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0030028142&partnerID=8YFLogxK

U2 - 10.1016/0165-0270(95)00115-8

DO - 10.1016/0165-0270(95)00115-8

M3 - Article

C2 - 8869478

AN - SCOPUS:0030028142

VL - 64

SP - 1

EP - 12

JO - Journal of Neuroscience Methods

JF - Journal of Neuroscience Methods

SN - 0165-0270

IS - 1

ER -