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  1. 会議発表論文

Development of DSP Unit for Online Tuning and Application to Neural Pattern Recognition System

http://hdl.handle.net/10173/613
http://hdl.handle.net/10173/613
2e31825d-0392-4fae-a0a1-ea9ac47219ce
名前 / ファイル ライセンス アクション
LNCS_3213_866.pdf LNCS_3213_866.pdf (819.9 kB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2011-01-06
タイトル
タイトル Development of DSP Unit for Online Tuning and Application to Neural Pattern Recognition System
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_5794
資源タイプ conference paper
著者 Satoh, Hironobu

× Satoh, Hironobu

Satoh, Hironobu

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Takeda, Fumiaki

× Takeda, Fumiaki

Takeda, Fumiaki

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抄録
内容記述タイプ Abstract
内容記述 Recently, smaller and more effective recognition system is required in various fields. In our previous researches, the recognition system using neural network (NN) and DSP had been developed. In some research fields, such as biometrics, the target of the system was to recognize patterns whose data varied widely because of the difference of individuals and surroundings, but its recognition ability was not enough. So the online tuning system is proposed in this paper. The proposed system, which is consisted of DSP unit and the NN continuous learning and recognition parts, is used to recognize the patterns whose data varied widely. We discuss to adjust the recognition system to data varied widely by continuous leaning. In experiment, performance of the online tuning system is checked, and we attempt to apply the system to electromyogram (EMG) pattern recognition.
内容記述
内容記述タイプ Other
内容記述 Knowledge-Based Intelligent Information and Engineering Systems
8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004, Proceedings, Part I
書誌情報 Lecture Notes in Computer Science

巻 3213, p. 866-873, 発行日 2004-10-14
ISSN
収録物識別子タイプ ISSN
収録物識別子 0302-9743
書誌レコードID
収録物識別子タイプ NCID
収録物識別子 AA12401092@@@AA0071599X
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 10.1007/978-3-540-30132-5_117
権利
権利情報 The final publication is available at www.springerlink.com
権利
権利情報 (c)2004 Springer
著者版フラグ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
出版者
出版者 Springer
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