NAKAYAMA Kenji 中山謙二

Researcher Number	00207945
Other IDs
Affiliation (based on the past Project Information) *help	2019 – 2020: 小松短期大学, その他部局等, 教授 2018: 公立小松大学, 保健医療学部, 教授 2017: 小松短期大学, 地域創造学科(臨床工学ステージ), 教授 2009 – 2011: Kanazawa University, 電子情報学系, 教授 2004 – 2007: Kanazawa University, Graduate School of Natural Science and Technology, Prof., 自然科学研究科, 教授 … More 2003: 金沢大学, 工学部, 教授 2002: KANAZAWA UNIVERSITY, GRADUATE SCHOOL OF NATURAL SCIENCE AND TECHNOLOGY, PROFESSOR., 大学院・自然科学研究科, 教授 2001: 金沢大学, 大学院・自然化学研究科, 教授 1997 – 1999: Kanazawa University, Graduate School of Nat.Sci.& Tech Prof., 自然科学研究科, 教授 1996: 金沢大学, 工学部, 教授 1995: 金沢大学, 工学部・電気・情報工学科, 教授 Less
Review Section/Research Field	Principal Investigator Communication/Network engineering / 情報通信工学 Except Principal Investigator Science education / Communication/Network engineering / Intelligent informatics
Keywords	Principal Investigator Nonlinear / 非線形 / 学習 / ニューラルネットワーク / Feedback / Feedforward / Signal distortion / ブラインド信号源分離 / フィードバック / フィードフォワード … More / 信号歪み / 学習アルゴリズム / Learning / Neural Networks / 雑音 / Histogram / Over complete / Blind source separation / 畳み込み混合 / ヒストグラム / オーバーコンプリート / Independency / Learning algorithm / Mixture process / Signal source separation / 反響音 / 線形化 / 畳み込み / 自由度 / 音声 / 学習法 / 独立 / 混合過程 / 信号源分離 / Time Series / Learning Algorithm / Linear Prediction / Prediction / 時系列 / 線形予測 / 予測 / Hidden Layr / Pattern Classification / Activation Functions / Multilayr Neural Networks / 隠れユニット / 学習則 / ダイナミクス / 学習理論 / 連想記憶 / リカレントネットワーク / 教師あり学習 / 階層形ネットワーク / 隠れ層 / パターン分類 / 活性化関数 / 階層形ニューラルネットワーク / 自己回帰モデル / 分類 / 誤差訂正符号 / 自己組織形写像 / 周波数分解能 / 直交化 / 部分空間フィルタ / フーリエ変換 / ブレインコンピュータインタフェイス / 直交成分 / メンタルタスク / 脳波 / BCI … More Except Principal Investigator 工学教育 / 科学教育 / 臨床工学 / 生体計測 / 生体情報計測 / 教育実践 / 生体情報 / 体験型実習装置 / 臨床工学士 / Uniaueness Problem / Multi-Channel / Echo Canceller / 不確定性 / 多チャンネル / エコーキャンセラ / on-line learning / ensemble learning / margin / improving convergence of learning / Error distribution / Multilayer nerural networks / 対称性の破壊 / 例題数の偏り / 収束性の改善 / 階層形ニューラルネットワーク / 単純パーセプトロン / オンライン学習 / アンサンブル学習 / マージン / 学習の収束性の改善 / 誤差分布 / 階層型ニューラルネットワーク Less

Development and practice a hands-on training device for biosignal monitoring to train clinical engineers
- Principal Investigator
  
  Hachiga Tadashi
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Science education
- Research Institution
  Komatsu University
  National Institute of Technology, Toyama College
Research of BCI system based on neural networks with high generalization and multi-channel orthogonal componentsPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Kenji
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Kanazawa University
Recearch on stereophonic acoustic echo canceller with both high sound quality and fast convergence speed
- Principal Investigator
  
  HIRANO Akihiro
- Project Period (FY)
  2006 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Kanazawa University
Over-complete Blind Source Separation for Nonlinesr Convolutive MixturesPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Kenji
- Project Period (FY)
  2005 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Kanazawa University
Blind Source Separation and Estimation Methods for Nonlinear Convoltive MixturesPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Kenji
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Communication/Network engineering
- Research Institution
  Kanazawa University
IMPROVEMENT OF CONVERGENCE OF LEARNING OF MULTI-LAYER NEURAL NETWORKS AND APPLICATION FOR SEARCH ENGINE
- Principal Investigator
  
  HARA Kazuyuki
- Project Period (FY)
  2001 – 2002
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  TOKYO METROPOLITAN COLLEGE OF TECHNOLOGY
Minimum Synthesis and Learning Algorithm for A Hybrid Nonlinear PredictorPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Kenji
- Project Period (FY)
  1998 – 1999
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  情報通信工学
- Research Institution
  Kanazawa University
Studies on Optimum Design method for multilayr Neural Net works with Minimum Network SigePrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Kenji
- Project Period (FY)
  1995 – 1997
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  情報通信工学
- Research Institution
  Kanazawa University

All 2012 2011 2010 2009 2007 2006 2005 2004

All Journal Article Presentation

[Journal Article] Common spatial patternwith error-correcting output code andpreprocessing on neural network-basedbrain-computer interface2011
- Author(s)
  P. Prechaprapranwong, K. Nakayama, A. Hirano
- Journal Title
  
  Journal ofSignal Processing
  
  Volume: Vol.15, No.2 Pages: 133-144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21560393
[Journal Article] Improvement of learning algorithm and performance analysis of cascade form BSS for nonlinear mixtues2007
- Author(s)
  Y.Takeda, K.Nakayama, A.Hirano
- Journal Title
  
  Technical report, IEICE Vol.SIP2006-138
  
  Pages: 7-12
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] 非線形混合過程に対する縦続型BSSの学習法の改善と分離特性の解析2007
- Author(s)
  竹多裕也, 中山謙二, 平野晃宏
- Journal Title
  
  電子情報通信学会,信学技法 Vol.SIP2006-138
  
  Pages: 7-12
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] An adaptive penalty-based learning extension for the backpropagation family2006
- Author(s)
  B.Jansen, K.Nakayama
- Journal Title
  
  IEICE Trans.Fundamentals Vol.E89-A No.8
  
  Pages: 2140-2148
- NAID
  110007537918
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A distortion free learning algorithm for feedforward BSS and its comparative study with feedback BSS2006
- Author(s)
  A.Horita, K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  IEEE＆INNS, Proc., IJCNN2006
  
  Pages: 7642-7649
- NAID
  120006655616
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A learning algorithm with distortion free constraint and comparative study for feedforward and feedback BSS2006
- Author(s)
  A.Horita, K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  Proc.,EUSIPCO2006 CD-ROM
- NAID
  120006655841
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] 非線形混合過程に対する縦続形BSSの学習法の改善と分離特性の解析2006
- Author(s)
  竹多裕也, 中山謙二, 平野晃宏
- Journal Title
  
  電子情報通信学会,信学技法 Vol.SIP2006-138
  
  Pages: 7-12
- NAID
  110006219386
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] An adaptive penalty-based learning extension for the backpropagation family2006
- Author(s)
  B.Jansen, K.Nakayama
- Journal Title
  
  IEICE Trans. Fundamentals Vo1.E89-A No.8
  
  Pages: 2140-2148
- NAID
  110007537918
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A learning algorithm with distortion free constraint and comparative study for feedforward and feedback BSS2006
- Author(s)
  A.Horita, K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  Proc., EUSIPCO2006 (CD-ROM)
- NAID
  120006655841
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A learning algorithm with distortion free constraint and comparative study for feedforward and feedback BSS2006
- Author(s)
  A.Horita, K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  Proc., EUSIPCO2006
- NAID
  120006655841
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A feedback approach and its learning algorithmfor over complete blind source separation2006
- Author(s)
  K.Nakayama, H.Katou, A.Hirano
- Journal Title
  
  Proc. IEEE, ISPACS2006
  
  Pages: 459-462
- NAID
  110004718849
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A distortion free learning algorithm for feedforward BSS and its comparative study with feedback BSS2006
- Author(s)
  A.Horita, K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  IEEE＆INNS,Proc.,IJCNN2006
  
  Pages: 7642-7649
- NAID
  120006655616
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] An adaptive penalty-based learning extension for the backpropagation family2006
- Author(s)
  B.Jansen, K.Nakayama
- Journal Title
  
  IEICE Trans. Fundamentals Vol.E89-A No.8
  
  Pages: 2140-2148
- NAID
  110007537918
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A feedback approach and its learning algorithm for over complete blind source separation2006
- Author(s)
  K.Nakayama, H.Katou, A.Hirano
- Journal Title
  
  Proc. IEEE, ISPACS2006
  
  Pages: 459-462
- NAID
  110004718849
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] A feedback approach and its learning algorithmfor over complete blind source separation2006
- Author(s)
  K.Nakayama, H.Katou, A.Hirano
- Journal Title
  
  Proc.IEEE, ISPACS2006
  
  Pages: 459-462
- NAID
  110004718849
- Data Source
  KAKENHI-PROJECT-17560335
[Journal Article] Analysis of Signal Separation and Signal Distortion in Feedforward and Feedback Blind Source Separation Based on Source Spectra2005
- Author(s)
  Akihide Horita, Kenji Nakayama, Akihide Hirano, Yasuhiro Dejima
- Journal Title
  
  Proc. IEEE&INNS, International Joint Conference on Neural Networks (発表予定)
- NAID
  10016612450
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Analysis of Signal Separation and Signal Distortion in Feedforward and Feedback Blind Source Separation Based on Source Spectra2005
- Author(s)
  Akihide Horita, Kenji Nakayama, Akihide Hirano, Yasuhiro Dejima
- Journal Title
  
  Proc.IEEE&INNS, International Joint Conference on Neural Networks (To be published.)
- NAID
  10016612450
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Analysis of signal separation and distortion analysis in feed-forward blind source separation for convolutive mixture2004
- Author(s)
  K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  IEEE Proc. The 47th International Midwest Symposium on Circuits and Systems
- NAID
  110003281543
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Effects of number of sensors in a BSS cascading group separation and linearization applied to nonlinear mixture2004
- Author(s)
  K.Nakayama, A.Hirano, T.Nishiwaki
- Journal Title
  
  Proc. IFAC Workshop on Adaptation and Learning Control and Signal Precessing
  
  Pages: 529-533
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Analysis of signal separation and distortion analysis in feed-forward blind source separation for convolutive mixture2004
- Author(s)
  K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  IEEE Proc.The 47th Internationa 1 Midwest Symposium on Circuits and Systems
- NAID
  110003281543
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] A blind source separation cascading separation and linearization for low-order nonlinear mixtures2004
- Author(s)
  T.Nishiwaki, K.Nakayama, A.Hirano
- Journal Title
  
  IEEE Proc.International Conference on Acoustics, Speech and Signal Processing
- NAID
  120006655640
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Effects of number of sensors in a BSS cascading group separation and linearization applied to nonlinear mixture2004
- Author(s)
  K.Nakayama, A.Hirano, T.Nishiwaki
- Journal Title
  
  Proc.IFAC Workshop on Adaptation and Learning Control and Signal Processing
  
  Pages: 529-533
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] A blind source separation cascading separation and linearization for low-order nonlinear mixtures2004
- Author(s)
  T.Nishiwaki, K.Nakayama, A.Hirano
- Journal Title
  
  IEEE Proc. International Conference on Acoustics, Speech and Signal Processing
- NAID
  120006655640
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15560323
[Journal Article] Analysis of signal separation and distortion analysis in feedforward blind source separation for convolutive mixture2004
- Author(s)
  K.Nakayama, A.Hirano, Y.Dejima
- Journal Title
  
  IEEE Proc.The 47th International Midwest Symposium on circuits and Systems
- NAID
  110003281543
- Data Source
  KAKENHI-PROJECT-15560323
[Presentation] CSP-ECOC combination on BCIapplication2012
- Author(s)
  P. Prechaprapranwong, K. Nakayama, A. Hirano
- Organizer
  25th Signal Processing Symposium, Nara Women's
- Place of Presentation
  University, Nara
- Year and Date
  2012-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] 単一チャネル脳波計とニューラルネットワークによるブレイン・コンピュータ・インタフェイスの性能解析2011
- Author(s)
  市川裕太,中山謙二,平野晃宏
- Organizer
  電子情報通信学会,第26回信号処理シンポジウム
- Place of Presentation
  札幌コンベンションセンター,札幌
- Year and Date
  2011-11-17
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] Adual-class voting mechanism for braincomputer interface based on waveletpacket and support vector machine2011
- Author(s)
  G. Yang, K. Nakayama, A. Hirano
- Organizer
  6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011
- Place of Presentation
  Chongqing, China
- Year and Date
  2011-08-22
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] A BCIsystem based on wavelet decompositionand support vector machine with adual-class voting mechanism2011
- Author(s)
  G. Yang, K. Nakayama, A. Hirano
- Organizer
  電子情報通信学会,第26回信号処理シンポジウム
- Place of Presentation
  札幌コンベンションセンター,札幌
- Year and Date
  2011-11-18
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] NNを用いたBCIにおける自己組織化マップによる多チャンネル脳波の特徴抽出法の検討2010
- Author(s)
  齋藤宏哉,中山謙二,平野晃宏
- Organizer
  電子情報通信学会,第25回信号処理シンポジウム
- Place of Presentation
  奈良女子大学
- Year and Date
  2010-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] ABCI system based on orthogonalized EEGdata and multiple multilayer neuralnetworks in parallel2010
- Author(s)
  K. Nakayama, H. Horita and A. Hirano
- Organizer
  Proc. ICANN 2010, International Conferenceon Artificial Neural Networks
- Place of Presentation
  Capsis Hotel Conference Centre, Thessaloniki, Greece
- Year and Date
  2010-09-18
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] NNを用いたBCIにおける自己組織化マップによる多チャンネル脳波の特徴抽出法の検討2010
- Author(s)
  齋藤宏哉, 中山謙二, 平野晃宏
- Organizer
  電子情報通信学会第25回信号処理シンポジウム
- Place of Presentation
  奈良女子大学(奈良県)
- Year and Date
  2010-11-24
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] ABCI system based on ortbogonalized EEG data and multiple multilayer neural networks in parallel form2010
- Author(s)
  中山謙二, 堀田大貴, 平野晃宏
- Organizer
  International Conference on Artficial Neural Networks
- Place of Presentation
  ギリシャ・テサロニキ
- Year and Date
  2010-09-17
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] CSP-ECOC combination on BCI application2010
- Author(s)
  プラポン, 中山隊二, 平野晃宏
- Organizer
  電子情報通信学会第25回信号処理シンポジウム
- Place of Presentation
  奈良女子大学(奈良県)
- Year and Date
  2010-11-24
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] 脳波のチャネル間直交化と階層形ニューラルネットワークの多重並列構成によるBCI2009
- Author(s)
  堀田大貴,中山謙二,平野晃宏
- Organizer
  電子情報通信学会,第24回信号処理シンポジウム
- Place of Presentation
  鹿児島サンロイヤルホテル,鹿児島
- Year and Date
  2009-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] BCIにおける多チャネル脳波の特徴抽出の検討2009
- Author(s)
  斎藤宏哉, 中山謙二, 平野晃宏
- Organizer
  電子情報通信学会第24回信号処理シンポジウム
- Place of Presentation
  鹿児島サンロイヤルホテル(鹿児島県)
- Year and Date
  2009-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] 脳波のチャネル間直交化と階層形ニューラルネットワークの多重並列構成によるBCI2009
- Author(s)
  堀田大貴, 中山謙二, 平野晃宏
- Organizer
  電子情報通信学会第24回信号処理シンポジウム
- Place of Presentation
  鹿児島サンロイヤルホテル(鹿児島県)
- Year and Date
  2009-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] BCIにおける多チャネル脳波の特徴抽出法の検討2009
- Author(s)
  齋藤宏哉,中山謙二,平野晃宏
- Organizer
  電子情報通信学会,第24回信号処理シンポジウム
- Place of Presentation
  鹿児島サンロイヤルホテル,鹿児島
- Year and Date
  2009-11-25
- Data Source
  KAKENHI-PROJECT-21560393
[Presentation] ステレオエコーキャンセラにおける前処理を用いない最適値推定2007
- Author(s)
  水野裕介, 平野晃宏, 中山謙二
- Organizer
  電子情報通信学会第22回信号処理シンポジウム
- Place of Presentation
  仙台
- Year and Date
  2007-11-08
- Data Source
  KAKENHI-PROJECT-18560371
[Presentation] Echo path identification for stereophonic acoustic echo cancellation without pre-processing2007
- Author(s)
  Yuusuke, MIZUNO, Akihiro, HIRANO, Kenji, NAKAYAMA
- Organizer
  22nd Signal Processing Simposium
- Place of Presentation
  Sendai
- Year and Date
  2007-11-08
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-18560371
[Presentation] ステレオ音響エコーキャンセラのIntel IA-32 CPUによる実現2007
- Author(s)
  平野晃宏, 中山謙二
- Organizer
  電子情報通信学会第22回信号処理シンポジウム
- Place of Presentation
  仙台
- Year and Date
  2007-11-08
- Data Source
  KAKENHI-PROJECT-18560371
[Presentation] Implementation of Stereophonic Acoustic Echo Canceller on Intel IA-32 Processors with SIMD Capability2007
- Author(s)
  Akihiro, HIRANO, Kenji, NAKAYAMA
- Organizer
  22nd Signal Processing Simposium
- Place of Presentation
  Sendai
- Year and Date
  2007-11-08
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-18560371
[Presentation] ステレオ音響エコーキャンセラのIntel IA-32 CPUによる実現2007
- Author(s)
  平野晃宏, 中山謙二
- Organizer
  電子情報通信学会第22回信号処理シンポジウム
- Place of Presentation
  仙台
- Year and Date
  2007-11-08
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-18560371
[Presentation] ステレオエコーキャンセラにおける前処理を用いない最適値推定2007
- Author(s)
  水野裕介, 平野晃宏, 中山謙二
- Organizer
  電子情報通信学会第22回信号処理シンポジウム
- Place of Presentation
  仙台
- Year and Date
  2007-11-08
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-18560371

1. HIRANO Akihiro (70303261)

# of Collaborated Projects: 5 results

# of Collaborated Products: 40 results
2. WAN Youha (10283095)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. IKEDA Kazushi (10262552)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. HARA Kazuyuki (30311004)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. Hachiga Tadashi (80123305)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 馬志強 (10251935)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. コナドキニ (80303262)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 秋口俊輔 (50462130)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 経田僚昭 (50579729)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

NAKAYAMA Kenji 中山 謙二

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Development and practice a hands-on training device for biosignal monitoring to train clinical engineers

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Research of BCI system based on neural networks with high generalization and multi-channel orthogonal componentsPrincipal Investigator

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Recearch on stereophonic acoustic echo canceller with both high sound quality and fast convergence speed

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Over-complete Blind Source Separation for Nonlinesr Convolutive MixturesPrincipal Investigator

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Blind Source Separation and Estimation Methods for Nonlinear Convoltive MixturesPrincipal Investigator

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IMPROVEMENT OF CONVERGENCE OF LEARNING OF MULTI-LAYER NEURAL NETWORKS AND APPLICATION FOR SEARCH ENGINE

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Minimum Synthesis and Learning Algorithm for A Hybrid Nonlinear PredictorPrincipal Investigator

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Studies on Optimum Design method for multilayr Neural Net works with Minimum Network SigePrincipal Investigator

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[Journal Article] Common spatial patternwith error-correcting output code andpreprocessing on neural network-basedbrain-computer interface2011

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[Journal Article] Improvement of learning algorithm and performance analysis of cascade form BSS for nonlinear mixtues2007

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[Journal Article] 非線形混合過程に対する縦続型BSSの学習法の改善と分離特性の解析2007

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[Journal Article] An adaptive penalty-based learning extension for the backpropagation family2006

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NAID

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[Journal Article] A distortion free learning algorithm for feedforward BSS and its comparative study with feedback BSS2006

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[Journal Article] A learning algorithm with distortion free constraint and comparative study for feedforward and feedback BSS2006

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NAID

NAKAYAMA Kenji 中山謙二