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Development of DSP Unit for Online Tuning and Application to Neural Pattern Recognition System
http://hdl.handle.net/10173/613
http://hdl.handle.net/10173/6132e31825d-0392-4fae-a0a1-ea9ac47219ce
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
LNCS_3213_866.pdf (819.9 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||||||
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| 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
× 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 |
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| 書誌情報 |
Lecture Notes in Computer Science 巻 3213, p. 866-873, 発行日 2004-10-14 |
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| ISSN | ||||||||||
| 収録物識別子タイプ | ISSN | |||||||||
| 収録物識別子 | 0302-9743 | |||||||||
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| 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 | |||||||||
