Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals

Yusuke Sakai 1
, 
Kenji Iwamoto 2
, 
Yuto Omae 3
, 
Tsuyoshi MIKAMI 4
, 
Takuma AKIDUKI 4
, 
Kazuki SAKAI 5
, 
Marco MEYER-CONDE 1
, 
Hirotaka Takahashi 1
1
 
2
 
3
 
4
 
5
 
Department of Electronic Control Engineering, National Institute of Technology, Nagaoka College | 
Publication type: Journal Article
Publication date: 2025-02-15
SJR: —
CiteScore: —
Impact factor: —
ISSN: 18817203, 13477986
Found 

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GOST Copy
Sakai Y. et al. Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals // Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2025. Vol. 37. No. 1. pp. 506-510.
GOST all authors (up to 50) Copy
Sakai Y., Iwamoto K., Omae Y., MIKAMI T., AKIDUKI T., SAKAI K., MEYER-CONDE M., Takahashi H. Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals // Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2025. Vol. 37. No. 1. pp. 506-510.
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RIS Copy
TY - JOUR
DO - 10.3156/jsoft.37.1_506
UR - https://www.jstage.jst.go.jp/article/jsoft/37/1/37_506/_article/-char/ja/
TI - Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals
T2 - Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
AU - Sakai, Yusuke
AU - Iwamoto, Kenji
AU - Omae, Yuto
AU - MIKAMI, Tsuyoshi
AU - AKIDUKI, Takuma
AU - SAKAI, Kazuki
AU - MEYER-CONDE, Marco
AU - Takahashi, Hirotaka
PY - 2025
DA - 2025/02/15
PB - Japan Society for Fuzzy Theory and Intelligent Informatics
SP - 506-510
IS - 1
VL - 37
SN - 1881-7203
SN - 1347-7986
ER -
BibTex |
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@article{2025_Sakai,
author = {Yusuke Sakai and Kenji Iwamoto and Yuto Omae and Tsuyoshi MIKAMI and Takuma AKIDUKI and Kazuki SAKAI and Marco MEYER-CONDE and Hirotaka Takahashi},
title = {Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals},
journal = {Journal of Japan Society for Fuzzy Theory and Intelligent Informatics},
year = {2025},
volume = {37},
publisher = {Japan Society for Fuzzy Theory and Intelligent Informatics},
month = {feb},
url = {https://www.jstage.jst.go.jp/article/jsoft/37/1/37_506/_article/-char/ja/},
number = {1},
pages = {506--510},
doi = {10.3156/jsoft.37.1_506}
}
MLA
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MLA Copy
Sakai, Yusuke, et al. “Sleep Stage Classification Using Convolutional Neural Networks with Multichannel Physiological Signals.” Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, vol. 37, no. 1, Feb. 2025, pp. 506-510. https://www.jstage.jst.go.jp/article/jsoft/37/1/37_506/_article/-char/ja/.