Classification of action potentials recorded from peripheral nerves with cuff electrodes

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

研究成果: Conference contribution

抄録

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.

本文言語English
ホスト出版物のタイトルAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
出版社IEEE
ページ数1
ISBN(印刷版)0780356756
出版ステータスPublished - 1999 12 1
イベント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
継続期間: 1999 10 131999 10 16

出版物シリーズ

名前Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1
ISSN(印刷版)0589-1019

Other

OtherProceedings 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)
CityAtlanta, GA, USA
Period99/10/1399/10/16

ASJC Scopus subject areas

  • 信号処理
  • 生体医工学
  • コンピュータ ビジョンおよびパターン認識
  • 健康情報学

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