Classification of action potentials recorded from peripheral nerves with cuff electrodes

Hironori Nakatani; Takashi Watanabe; Shigeo Ohba; Ryoko Futami; Nozomu Hoshimiya; Yasunobu Handa

Classification of action potentials recorded from peripheral nerves with cuff electrodes

Hironori Nakatani, Takashi Watanabe, Shigeo Ohba, Ryoko Futami, Nozomu Hoshimiya, Yasunobu Handa

MEN - Biomedical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In order to extract neural information, action potentials recorded with cuff electrodes from peripheral nerves were classified into unit activities. The classification was performed based on their waveforms, as it was considered that they were affected by the radius of nerve fiber and the distance between fiber and recording electrode. This study focused on automatic classification method. Action potentials were grouped into each unit by hierarchical cluster analysis and a new criterion. The method proposed in this study might be applicable to automatic classification of nerve action potentials, because it provided the reliable estimation of unit activities.

Original language	English
Title of host publication	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Publisher	IEEE
Number of pages	1
ISBN (Print)	0780356756
Publication status	Published - 1999 Dec 1
Event	Proceedings of the 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Fall Meeting of the Biomedical Engineering Society (1st Joint BMES / EMBS) - Atlanta, GA, USA Duration: 1999 Oct 13 → 1999 Oct 16

Publication series

Name	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	1
ISSN (Print)	0589-1019

Other

Other	Proceedings of the 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Fall Meeting of the Biomedical Engineering Society (1st Joint BMES / EMBS)
City	Atlanta, GA, USA
Period	99/10/13 → 99/10/16

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

Cite this

Nakatani, H., Watanabe, T., Ohba, S., Futami, R., Hoshimiya, N., & Handa, Y. (1999). Classification of action potentials recorded from peripheral nerves with cuff electrodes. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 1). IEEE.

Classification of action potentials recorded from peripheral nerves with cuff electrodes. / Nakatani, Hironori; Watanabe, Takashi; Ohba, Shigeo et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. IEEE, 1999. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nakatani, H, Watanabe, T, Ohba, S, Futami, R, Hoshimiya, N & Handa, Y 1999, Classification of action potentials recorded from peripheral nerves with cuff electrodes. in Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, vol. 1, IEEE, Proceedings of the 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Fall Meeting of the Biomedical Engineering Society (1st Joint BMES / EMBS), Atlanta, GA, USA, 99/10/13.

@inproceedings{63b3628d69804cffb1a3436f30350de9,

title = "Classification of action potentials recorded from peripheral nerves with cuff electrodes",

abstract = "In order to extract neural information, action potentials recorded with cuff electrodes from peripheral nerves were classified into unit activities. The classification was performed based on their waveforms, as it was considered that they were affected by the radius of nerve fiber and the distance between fiber and recording electrode. This study focused on automatic classification method. Action potentials were grouped into each unit by hierarchical cluster analysis and a new criterion. The method proposed in this study might be applicable to automatic classification of nerve action potentials, because it provided the reliable estimation of unit activities.",

author = "Hironori Nakatani and Takashi Watanabe and Shigeo Ohba and Ryoko Futami and Nozomu Hoshimiya and Yasunobu Handa",

year = "1999",

month = dec,

day = "1",

language = "English",

isbn = "0780356756",

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

publisher = "IEEE",

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

note = "Proceedings of the 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Fall Meeting of the Biomedical Engineering Society (1st Joint BMES / EMBS) ; Conference date: 13-10-1999 Through 16-10-1999",

}

TY - GEN

T1 - Classification of action potentials recorded from peripheral nerves with cuff electrodes

AU - Nakatani, Hironori

AU - Watanabe, Takashi

AU - Ohba, Shigeo

AU - Futami, Ryoko

AU - Hoshimiya, Nozomu

AU - Handa, Yasunobu

PY - 1999/12/1

Y1 - 1999/12/1

N2 - In order to extract neural information, action potentials recorded with cuff electrodes from peripheral nerves were classified into unit activities. The classification was performed based on their waveforms, as it was considered that they were affected by the radius of nerve fiber and the distance between fiber and recording electrode. This study focused on automatic classification method. Action potentials were grouped into each unit by hierarchical cluster analysis and a new criterion. The method proposed in this study might be applicable to automatic classification of nerve action potentials, because it provided the reliable estimation of unit activities.

AB - In order to extract neural information, action potentials recorded with cuff electrodes from peripheral nerves were classified into unit activities. The classification was performed based on their waveforms, as it was considered that they were affected by the radius of nerve fiber and the distance between fiber and recording electrode. This study focused on automatic classification method. Action potentials were grouped into each unit by hierarchical cluster analysis and a new criterion. The method proposed in this study might be applicable to automatic classification of nerve action potentials, because it provided the reliable estimation of unit activities.

UR - http://www.scopus.com/inward/record.url?scp=0033350387&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0033350387&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0033350387

SN - 0780356756

T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

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

PB - IEEE

T2 - Proceedings of the 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Fall Meeting of the Biomedical Engineering Society (1st Joint BMES / EMBS)

Y2 - 13 October 1999 through 16 October 1999

ER -

Classification of action potentials recorded from peripheral nerves with cuff electrodes

Abstract

Publication series

Other

ASJC Scopus subject areas

Other files and links

Fingerprint

Cite this