KOTANI Manabu 小谷学

… Alternative Names

小谷学コタニマナブ

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Researcher Number	30215272
External Links
Affiliation (based on the past Project Information) *help	2004: Kobe University, Faculty of Engineering, Associate Professor 1998 – 2003: 神戸大学, 工学部, 助教授 2001: 大阪大学, 大学院・工学研究科, 教授 1996: 神戸大学, 工学部, 助教授 1993 – 1994: 神戸大学, 工学部, 助手
Review Section/Research Field	Principal Investigator Measurement engineering / System engineering / 計測・制御工学 Except Principal Investigator Control engineering / 計測・制御工学 / Measurement engineering / System engineering
Keywords	Principal Investigator ニューラルネットワーク / 特徴抽出 / 独立成分分析 / 音響診断 / モジュール / 設備診断 / 音響 / 音響法 / Acoustic Diagnosis / EMG … More / Biobgical Signal Processing / Feature Extraction / Neural Networks / Signal Processing / Pattern Recognition / Independent Component Analysis / ニュートラルネットワーク / 筋電図 / 生体信号処理 / 信号処理 / パターン認識 / Evolutionary computation / Feature extraction / Kernel method / Neural network / Independent component analysis / Leakage sound / Acoustic diagnosis / ガス漏洩 / 進化的計算 / カーネル法 / 漏洩音 / module / pipe / gas leak / neural networks / machine condition diagnosis technique / acoustics / ガウス関数 / 配管 / 漏洩 / 診断 / 回転機 … More Except Principal Investigator ニューラルネットワーク / 筋電図 / 運動単位 / ARX / muscle / EMG / prosthetic hand / 粘弾性 / ダイナミクス / 筋 / マイクロプロセッサ / 義手 / 回転機 / Current Source Estimation / Overcomplete / Blind Deconvolution / Independent Component Analysis / Visualization / Motor Unit / Surface EMG / 電流源 / boosting KDA / 電流源推定 / 過完備基底 / ブラインドデコンボリューション / 独立成分分析 / 可視化 / 表面筋電図 / Kernel Function / Fuzzy Inference / Training Method / Multicalss Problem / Image Processing / Diagnosis / Pattern Recognition / Support Vector Machine / カーネル関数 / ファジィ推論 / 学習方式 / 多クラス問題 / 画像処理 / 設備診断 / パターン認識 / サポートベクトルマシン / Neural Network / dynamics / stretch reflex / 筋活動度 / 肘関節筋 / 長母指屈筋 / 定式化 / 伸張反射 / モデル化 / 母指 / モデル / 動特性 / アクチュエータ / 伸長反射 / sensory feedback / electotactile stimuli / microprocessor / compliance / 電極 / マイクロコンピュータ / グローブ / 筋電義手 / 感覚代行 / 音刺激 / バーバル情報 / スチフネス / 感覚情報 / 電気刺激 / コンプライアンス / 歩行学習モデル / 結合破壊 / 記憶容量 / 連想記憶モデル / 振幅自由度 / 位相振動子 / ハイブリッド構造 / 衝撃音 / 異常診断 / 音響法 / 音響診断 / リカレント型ネットワーク Less

Research about Motor Unit Visualization with Surface EMG SignalsPrincipal Investigator
- Principal Investigator
  
  MAEKAWA Satoshi, 小谷学
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Measurement engineering
- Research Institution
  National Institute of Information and Communications Technology
  Kobe University
Development of Multiclass Support Vector Machines and Their Application to Diagnosis and Image Processing
- Principal Investigator
  
  ABE Shigeo
- Project Period (FY)
  2002 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  System engineering
- Research Institution
  Kobe University
Development of Intelligent Acoustic Diagnosis System Under Dynamic EnvironmentPrincipal Investigator
- Principal Investigator
  
  KOTANI Manabu
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  System engineering
- Research Institution
  Kobe University
Study on Signal Processing Using Independent Component AnalysisPrincipal Investigator
- Principal Investigator
  
  KOTANI Manabu
- Project Period (FY)
  2001 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Measurement engineering
- Research Institution
  Kobe University
Analysis of control mechanism of human upper limb and development of biomimetic actuator
- Principal Investigator
  
  AKAZAWA Kenzo
- Project Period (FY)
  1999 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Control engineering
- Research Institution
  Osaka University
  Kobe University
Study of practical biomimetic myoelectric hand prosthesis with supplementary sensory feedback system
- Principal Investigator
  
  AKAZAWA Kenzo
- Project Period (FY)
  1998 – 2001
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Control engineering
- Research Institution
  Osaka University
  Kobe University
Development of Handy Acoustic Diagnosis SystemPrincipal Investigator
- Principal Investigator
  
  KOTANI Manabu
- Project Period (FY)
  1998 – 1999
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Measurement engineering
- Research Institution
  Kobe University
非線形振動子を用いたニューラルネットワークの解析と応用
- Principal Investigator
  
  西川郁子
- Project Period (FY)
  1996
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Research Institution
  Ritsumeikan University
ニューラルネットワークによる音響パターン認識に関する研究
- Principal Investigator
  
  松本治彌
- Project Period (FY)
  1994
- Research Category
  
  Grant-in-Aid for General Scientific Research (C)
- Research Field
  
  計測・制御工学
- Research Institution
  Osaka Institute of Technology
ニューラルネットワークを用いた回転機の音響診断に関する研究Principal Investigator
- Principal Investigator
  
  小谷学
- Project Period (FY)
  1994
- Research Category
  
  Grant-in-Aid for Encouragement of Young Scientists (A)
- Research Field
  
  計測・制御工学
- Research Institution
  Kobe University
ニューラルネットワークの音響診断への適用に関する研究
- Principal Investigator
  
  松本治彌
- Project Period (FY)
  1993
- Research Category
  
  Grant-in-Aid for General Scientific Research (C)
- Research Field
  
  計測・制御工学
- Research Institution
  Kobe University

All 2005 2004 2003

All Journal Article

[Journal Article] Feature Extraction Using Independent Component of Each Category2005
- Author(s)
  Manabu Kotani
- Journal Title
  
  Neural Processing Letters 22(2)
  
  Pages: 113-124
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Feature Extraction Using Independent Components of Each Category2005
- Author(s)
  Manabu KOTANI, Seiichi OZAWA
- Journal Title
  
  Neural Processing Letters 22(2)
  
  Pages: 113-124
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] MU Decomposition form Multi-Channel Surface EMG Signals Using Blind Deconvolution.2005
- Author(s)
  Satoshi MAEKAWA, Takahiko AERIMOTO, Manabu KOTANI
- Journal Title
  
  IEICE Trans. J88-D-II(9)
  
  Pages: 1963-1970
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] クラス毎の独立成分を用いたパターン認識方法2005
- Author(s)
  小谷学
- Journal Title
  
  電気学会論文誌C分冊 125-C(5)
  
  Pages: 807-812
- NAID
  10015518341
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Pattern Recognition Method Using Independent Componets for Each Class.2005
- Author(s)
  Manabu KOTANI, Shuhei KINUKAWA, Seiichi OZAWA
- Journal Title
  
  IEEJ Trans.EIS 125(5)
  
  Pages: 807-812
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Feature Extraction Using Supervised Independent Componetn Analysis by Maximizing Class Distance.2004
- Author(s)
  Yoshinori SAKAGUCHI, Seiichi OZAWA, Manabu KOTANI
- Journal Title
  
  IEEJ Tran.EIS 124(1)
  
  Pages: 157-163
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Supervised Independent Component Analysis with Class Information2004
- Author(s)
  Manabu KOTANI, Hiroki TAKABATAKE, Seiichi OZAWA
- Journal Title
  
  Neural Information Processing, Lecture Notes in Computer Science, Springer-Verlag
  
  Pages: 1052-1057
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Supervised Independent Component Analysis with Class Information2004
- Author(s)
  Manabu Kotani
- Journal Title
  
  Proc.Int.Conf.on Neural Information Processing(ICONIP2004) 1
  
  Pages: 1052-1057
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Supervised Independent Component Analysis with Class Information2004
- Author(s)
  Manabu Kotani
- Journal Title
  
  Proc. Int. Conf. on Neural Information Processing (ICONIP2004) 1
  
  Pages: 1052-1057
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Detection of Gas Leakage Sound Using Modular Neural Network for Unknown Environments2004
- Author(s)
  Manabu Kotani
- Journal Title
  
  Neurocomputing 62C
  
  Pages: 427-440
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Detection of Gas Leakge Sound Using Modular Neural Network for Unknown Environments2004
- Author(s)
  Manabu Kotani
- Journal Title
  
  Neurocomputing 62C
  
  Pages: 427-440
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Detection of Gas Leakage Sound Using modular Neural Network for Unknown Environments.2004
- Author(s)
  Manabu KOTANI, Seiichi OZAWA
- Journal Title
  
  Neurocomputing 62C
  
  Pages: 427-440
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] Study on Detection of Leakage Sound Using Independent Component Analysis.2003
- Author(s)
  Manabu KOTANI, Takahiko ARIMOTO, Seiichi OZAWA
- Journal Title
  
  Transactions of the Institute of Systems, Control and Information Engineers 16(10)
  
  Pages: 539-547
- NAID
  130002036683
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15360219
[Journal Article] 独立成分分析による漏洩音検出に関する検討2003
- Author(s)
  小谷学
- Journal Title
  
  システム制御情報学会論文誌 16(10)
  
  Pages: 539-547
- NAID
  130002036683
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15360219

1. OZAWA Seiichi (70214129)

# of Collaborated Projects: 5 results

# of Collaborated Products: 6 results
2. AKAZAWA Kenzo (30029277)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
3. KIM Guan (90243170)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. OKUNO Ryuhei (90294199)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. OGAWA Kazuhiko (30252802)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
6. MAEKAWA Satoshi (60358893)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
7. 松本治彌 (80031053)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. YOSHIDA Masaki (30174949)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. ABE Shigeo (50294195)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. YOSHIMURA Motohide (60335461)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 西川郁子 (90212117)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 青柳富誌生 (90252486)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

KOTANI Manabu 小谷 学

小谷 学 コタニ マナブ

Research Projects

Research Products

Co-Researchers

Research about Motor Unit Visualization with Surface EMG SignalsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of Multiclass Support Vector Machines and Their Application to Diagnosis and Image Processing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of Intelligent Acoustic Diagnosis System Under Dynamic EnvironmentPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Study on Signal Processing Using Independent Component AnalysisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Analysis of control mechanism of human upper limb and development of biomimetic actuator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Study of practical biomimetic myoelectric hand prosthesis with supplementary sensory feedback system

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of Handy Acoustic Diagnosis SystemPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

非線形振動子を用いたニューラルネットワークの解析と応用

Principal Investigator

Project Period (FY)

Research Category

Research Institution

ニューラルネットワークによる音響パターン認識に関する研究

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

ニューラルネットワークを用いた回転機の音響診断に関する研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

ニューラルネットワークの音響診断への適用に関する研究

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Feature Extraction Using Independent Component of Each Category2005

Author(s)

Journal Title

Description

Data Source

[Journal Article] Feature Extraction Using Independent Components of Each Category2005

Author(s)

Journal Title

Description

Data Source

KOTANI Manabu 小谷学

小谷学コタニマナブ