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Ikeda Kazushi  池田 和司

… Alternative Names

IKEDA Kazushi  池田 和司

IKEDA Ikeda  池田 和司

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Researcher Number 10262552
Other IDs
  • ORCIDhttps://orcid.org/0000-0003-3330-6121
External Links
Affiliation (Current) 2022: 奈良先端科学技術大学院大学, 先端科学技術研究科, 教授
Affiliation (based on the past Project Information) *help 2017 – 2022: 奈良先端科学技術大学院大学, 先端科学技術研究科, 教授
2018: 奈良先端科学技術大, 先端科学技術研究科, 教授
2013 – 2017: 奈良先端科学技術大学院大学, 情報科学研究科, 教授
2008 – 2009: Nara Institute of Science and Technology, 情報科学研究科, 教授
2007: Kyoto University, 情報学研究科, 准教授 … More
2003 – 2006: 京都大学, 情報学研究科, 助教授
1998 – 2001: 京都大学, 情報学研究科, 講師
1997: Kanazawa University, Faculty of Eng.Asst.Prof., 工学部, 講師
1996: 金沢大学, 工学部, 助手 Less
Review Section/Research Field
Principal Investigator
Complex systems / 計算機科学 / Intelligent informatics / Intelligent informatics / Sensitivity informatics/Soft computing / Intelligent informatics / Medium-sized Section 61:Human informatics and related fields / Medium-sized Section 62:Applied informatics and related fields
Except Principal Investigator
Life / Health / Medical informatics / Complex systems … More / 情報通信工学 / Science and Engineering / Medical systems / Biology of Cells to Organisms, and related fields / Medium-sized Section 61:Human informatics and related fields Less
Keywords
Principal Investigator
機械学習 / コインシデンス・ディテクタ / 学習理論 / 情報幾何学 / ニューラル・ネットワーク / テンポラル・コーディング / ニューラルネットワーク / 学習曲線 / ノンパラメトリックベイズ法 / インタラクション … More / 計算論的学習理論 / 予測誤差 / 積分幾何学 / 線形分離機械 / 漸近論 / EMアルゴリズム / 時間符号化 / 安定性 / シファイア・チェーン / パルス・パケット / テンポラルコーディング / シンファイアチェーン / コインシデンスディテクタ / パルスパケット / サポートベクトルマシン / カーネル法 / カーネル選択 / スパイク統計 / ソフトマージン / ノルム / 情報理論 / 神経情報処理 / パターン認識 / 形状記述子 / 形状認識 / Shape Context / 確率過程 / SVM / 階層クラスタ分析 / 非類似度 / 混合モデル / セミパラメトリックモデル / 運転行動モデリング / ヘビーテイル / システム生物学 / 風況予測 / 活動計測 / 認知科学 / 神経科学 / 情動推定 / 数理生命学 / 生体生命情報学 / 数理工学 / 深層学習 / ResNet / 汎化ギャップ / truncated data / Barron空間 / トラッキング / グラフ信号処理 / スキップコネクション / ドロップアウト / ストキャスティックデプス / 人工知能 / 統計的学習理論 / 統計的漸近論 / ヘルスケア / 排便障害 / 排便予測 … More
Except Principal Investigator
数理モデル / 行動解析 / コンピュータビジョン / 共感性 / 社会行動 / 神経回路解析 / 行動 / 回路 / メカノバイオロジー / 細胞移動 / Myosin II / メカノセンシング / 細胞運動 / 運動極性 / 力分布 / ニューラルネットワーク / 階層形ニューラルネットワーク / 活性化関数 / 学習 / パターン分類 / 隠れ層 / 階層形ネットワーク / 教師あり学習 / リカレントネットワーク / 連想記憶 / 学習理論 / ダイナミクス / 学習則 / 隠れユニット / 雑音 / Neural Networks / Multilayr Neural Networks / Activation Functions / Learning / Pattern Classification / Hidden Layr / 統計的学習 / 集団学習 / ベイズ統計 / 学習アルゴリズム / 情報幾何学 / boosting / Bregman divergence / 情報幾何 / statistical learning theory / ensemble learning / Bayes statistics / learning algorithm / information geometry / てんかん / 局所脳冷却 / TRP / ニューロモデュレーション / 脳波 / 脳温 / NIRS / マルチモーダルセンサ / 病態ダイナミクス / 脳神経疾患 / 先端機能デバイス / 流体工学 / 低侵襲治療システム / 情報工学 / 呼気ガス / 機械学習 / がん診断 / 疾病診断 / 呼気成分 / ガスセンサ / 非侵襲診断 / 呼気 / がん / 特徴選択 / AI / 集団行動 / 自動解析システム / 半野生化 / オキシトシン / 戦略 / マウス / 自動解析 / 幼少期環境 / 集団 / 長期モニタリング / RFID / 群れ / 動揺病 / 宇宙酔い / SVC仮説 Less
  • Research Projects

    (19 results)
  • Research Products

    (128 results)
  • Co-Researchers

    (36 People)
  •  Defecation Prediction and Anomaly Detection System Using Bowel Sound and AIPrincipal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 62:Applied informatics and related fields
    • Research Institution
      Nara Institute of Science and Technology
  •  Challenge to modeling space-sickness based on gravity perception toward manned space activity

    • Principal Investigator
      和田 隆広
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Challenging Research (Pioneering)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Nara Institute of Science and Technology
  •  Development of New Generation Artificial Intelligence Based on Theoretical Analyses of Deep LearningPrincipal Investigator

    • Principal Investigator
      Ikeda Kazushi
    • Project Period (FY)
      2018 – 2021
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Nara Institute of Science and Technology
  •  Interaction model for human and animals based on machine learningPrincipal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      Nara Institute of Science and Technology
  •  Development of cancer diagnosis and prediction algorithm using exhaled gas

    • Principal Investigator
      Sakumura Yuichi
    • Project Period (FY)
      2017 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      Nara Institute of Science and Technology
  •  Identification of neural function for establishing a complex social in mouse

    • Principal Investigator
      Kikusui Takefumi
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Research Field
      Biology of Cells to Organisms, and related fields
    • Research Institution
      Azabu University
  •  機械学習による人および動物の行動の定量的解析Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      Nara Institute of Science and Technology
  •  Evaluation and control of epilepsy dynamics based on multimodal brain signals and thermal neuromodulation using focal brain cooling

    • Principal Investigator
      SUZUKI Michiyasu
    • Project Period (FY)
      2015 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (S)
    • Research Field
      Medical systems
    • Research Institution
      Yamaguchi University
  •  Understanding the neural basis of empathetic behaviors

    • Principal Investigator
      Komai Shoji
    • Project Period (FY)
      2013 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      Nara Institute of Science and Technology
  •  Extension of nonparametric Bayesian methods to semiparametric models and its applicationsPrincipal Investigator

    • Principal Investigator
      Ikeda Kazushi
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Nara Institute of Science and Technology
  •  Force distribution and morphological change in polarized cell migration

    • Principal Investigator
      SAKUMURA Yuichi
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      Aichi Prefectural University
  •  Analysis of Learning Machines with Information Geometry and Information TheoryPrincipal Investigator

    • Principal Investigator
      IKEDA Kazushi (IKEDA Ikeda)
    • Project Period (FY)
      2006 – 2009
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Nara Institute of Science and Technology
      Kyoto University
  •  幾何学的手法によるカーネル法の汎化能力の漸近論的解析Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      2003 – 2005
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyoto University
  •  A Statistical Study on Bayes Statistics and Ensemble Learning

    • Principal Investigator
      MURATA Noboru
    • Project Period (FY)
      2002 – 2005
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Waseda University
  •  時間符号化ニューラルネットワークの統計的性質Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      2000 – 2001
    • Research Category
      Grant-in-Aid for Encouragement of Young Scientists (A)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyoto University
  •  時間符号化連想記憶ネットワークの記銘と再生Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      1999
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas (A)
    • Research Institution
      Kyoto University
  •  時間符号化単純ネットワークの情報処理能力Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      1998
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas (A)
    • Research Institution
      Kyoto University
  •  機械学習の情報幾何学的解析Principal Investigator

    • Principal Investigator
      池田 和司
    • Project Period (FY)
      1996
    • Research Category
      Grant-in-Aid for Encouragement of Young Scientists (A)
    • Research Field
      計算機科学
    • Research Institution
      Kanazawa University
  •  Studies on Optimum Design method for multilayr Neural Net works with Minimum Network Sige

    • 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 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2010 2009 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book

  • [Book] ハンドブック/知識ベース2010

    • Author(s)
      池田(文筆)
    • Publisher
      電子情報通信学会
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Book] パターン認識と機械学習2007

    • Author(s)
      元田, 他監訳, 池田, 他訳, ビショップ
    • Publisher
      シュプリンガージャパン
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Book] Encyclopedia of the Science of Learning

    • Author(s)
      K. Ikeda (Chapter)
    • Publisher
      Springer(in press)
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Book] 数理工学事典

    • Author(s)
      池田(文筆)
    • Publisher
      朝倉書店(印刷中)
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Multi-level attention pooling for graph neural networks: Unifying graph representations with multiple localities2022

    • Author(s)
      Takeshi D. Itoh, Takatomi Kubo, Kazushi Ikeda
    • Journal Title

      Neural Networks

      Volume: 145 Pages: 356-373

    • DOI

      10.1016/j.neunet.2021.11.001

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K19821, KAKENHI-PLANNED-16H06569, KAKENHI-PROJECT-19J20669
  • [Journal Article] The Relative Isolation Probability of a Vertex in a Multiple-Source Edge-Weighted Graph2022

    • Author(s)
      Renzo Roel P. Tan, Kyle Stephen S. See, Kazushi Ikeda, Jun Kawahara, Richard M. de Jesus, Lessandro Estelito O. Garciano, Agnes D. Garciano
    • Journal Title

      Engineering Letters

      Volume: 10

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Journal Article] An empirical study about gait synchronization between horses (<i>Equus caballus</i>) and humans2020

    • Author(s)
      上田江里子,久保孝富,村重哲史,永澤美保,池田和司,瀧本-猪瀬彩加
    • Journal Title

      Japanese Journal of Animal Psychology

      Volume: 70 Issue: 2 Pages: 27-39

    • DOI

      10.2502/janip.70.2.1

    • NAID

      130007958823

    • ISSN
      0916-8419, 1880-9022
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K19821, KAKENHI-PROJECT-18K18339
  • [Journal Article] Data-efficient framework for personalized physiotherapy feedback2020

    • Author(s)
      Bryan Lao, Tomoya Tamei, Kazushi Ikeda
    • Journal Title

      Frontiers in Computer Science

      Volume: 2 Pages: 3-3

    • DOI

      10.3389/fcomp.2020.00003

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Journal Article] 心拍変動を用いた運動中のイヌの情動評価の試み2020

    • Author(s)
      後藤和宏・幡地裕哉
    • Journal Title

      Japanese Journal of Animal Psychology

      Volume: - Pages: 15-18

    • DOI

      10.2502/janip.70.1.1

    • NAID

      130007884222

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K04507, KAKENHI-PROJECT-18K19821, KAKENHI-PROJECT-19H00972
  • [Journal Article] Predicting the band gap of ZnO quantum dots via supervised machine learning models2020

    • Author(s)
      Paul Rossener Regonia, Ryosuke Tani, Atsushi Ishizumi, Hisao Yanagi, Kazushi Ikeda
    • Journal Title

      Optik: International Journal for Light and Electron Optics

      Volume: 207 Pages: 164469-164469

    • DOI

      10.1016/j.ijleo.2020.164469

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Journal Article] Theoretical analysis of skip connections and batch normalization from generalization and optimization perspectives2020

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Journal Title

      APSIPA Transactions on Signal and Information Processing

      Volume: 9

    • DOI

      10.1017/atsip.2020.7

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K19821, KAKENHI-PROJECT-18J15055
  • [Journal Article] Concerning a Decision-Diagram-Based Solution to the Generalized Directed Rural Postman Problem2020

    • Author(s)
      Renzo Roel P. Tan, Jun Kawahara, Kazushi Ikeda, Agnes D. Garciano, Kyle Stephan S. See
    • Journal Title

      IAENG International Journal of Computer Science

      Volume: 47 Pages: 302-309

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Journal Article] ビッグデータ解析と機械学習2018

    • Author(s)
      池田和司
    • Journal Title

      分子精神医学

      Volume: 18 Pages: 9-15

    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Journal Article] Non-monotonic convergence of online learning algorithms for perceptrons with noisy teacher2018

    • Author(s)
      Ikeda Kazushi、Honda Arata、Hanzawa Hiroaki、Miyoshi Seiji
    • Journal Title

      Neural Networks

      Volume: 102 Pages: 21-26

    • DOI

      10.1016/j.neunet.2018.02.009

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-17H05863, KAKENHI-PROJECT-17K06449, KAKENHI-PROJECT-18K11483
  • [Journal Article] Differential temperature sensitivity of synaptic and firing processes in a neural mass model of epileptic discharges explains heterogeneous response of experimental epilepsy to focal brain cooling2017

    • Author(s)
      Jaymar Soriano, Takatomi Kubo, Takao Inoue, Hiroyuki Kida,Toshitaka Yamakawa, Michiyasu Suzuki, Kazushi Ikeda
    • Journal Title

      PLoS Comput Biol.

      Volume: 13

    • DOI

      10.1371/journal.pcbi.1005736

    • NAID

      120006354240

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K01245, KAKENHI-PROJECT-15H05719, KAKENHI-PROJECT-17H00872, KAKENHI-PROJECT-15H05356, KAKENHI-PROJECT-15K01501
  • [Journal Article] Robust regression using biased objectives2017

    • Author(s)
      Holland Matthew J.、Ikeda Kazushi
    • Journal Title

      Machine Learning

      Volume: 106 Pages: 1643-1679

    • DOI

      10.1007/s10994-017-5653-5

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-17H05863, KAKENHI-PROJECT-16J06659
  • [Journal Article] Roles of pre-training in deep neural networks from information theoretical perspective2017

    • Author(s)
      Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
    • Journal Title

      Neurocomputing

      Volume: 248 Pages: 76-79

    • DOI

      10.1016/j.neucom.2016.12.083

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-15H01620, KAKENHI-PROJECT-15K16395
  • [Journal Article] Heart rate variability predicts the emotional state in dogs.2016

    • Author(s)
      M. Katayama, T. Kubo, K. Mogi, K. Ikeda, M. Nagasawa, T. Kikusui
    • Journal Title

      Behavioral Processes

      Volume: 128 Pages: 108-112

    • DOI

      10.1016/j.beproc.2016.04.015

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-15H01620, KAKENHI-PLANNED-25118007, KAKENHI-PROJECT-26292167, KAKENHI-PROJECT-26450433, KAKENHI-PROJECT-15K14882
  • [Journal Article] Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method With AR Models2016

    • Author(s)
      Ryunosuke Hamada, Takatomi Kubo, Kazushi Ikeda, Zujie Zhang, Tomohiro Shibata, Takashi Bando, Kentarou Hitomi, Masumi Egawa
    • Journal Title

      IEEE Transactions on Intelligent Vehicles

      Volume: 1 Pages: 131-138

    • DOI

      10.1109/tiv.2016.2586307

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-15H01620, KAKENHI-PLANNED-25118009
  • [Journal Article] Minimum divergence estimation based on proper loss functions2016

    • Author(s)
      Matthew Holland, Kazushi Ikeda
    • Journal Title

      IEEE Transactions on Signal Processing

      Volume: 64 Pages: 704-713

    • DOI

      10.1109/tsp.2015.2489608

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25280083, KAKENHI-PUBLICLY-15H01620
  • [Journal Article] Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data2015

    • Author(s)
      Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, and Kazushi Ikeda
    • Journal Title

      IEEE Trans. Neural Networks and Learning Systems

      Volume: to be assigned Pages: 2176-2181

    • DOI

      10.1109/tnnls.2014.2362012

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014, KAKENHI-PLANNED-25118009, KAKENHI-PROJECT-25280083, KAKENHI-PUBLICLY-15H01620
  • [Journal Article] Variational Inference with ARD Prior for NIRS Diffuse Optical Tomography2015

    • Author(s)
      Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, and Masa-aki Sato
    • Journal Title

      IEEE Transactions on Neural Networks and Learning Systems

      Volume: 26(5) Pages: 1109-1114

    • DOI

      10.1109/tnnls.2014.2328576

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014, KAKENHI-PUBLICLY-15H01620
  • [Journal Article] A Probabilistic Forecasting Approach to Wind Turbine Control2015

    • Author(s)
      Matthew J. Holland, Kazushi Ikeda
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: 8 Pages: 61-66

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Journal Article] Kinect-based posturography for in-home rehabilitation of balance disorders2015

    • Author(s)
      Tomoya Tamei, Yasuyuki Orito, Hiroyuki Funaya, Kazushi Ikeda, Yohei Okada, Tomohiro Shibata
    • Journal Title

      APSIPA Transactions on Signal and Information Processing

      Volume: 4 Pages: 1-6

    • DOI

      10.1017/atsip.2015.17

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-25118009, KAKENHI-PROJECT-25280083, KAKENHI-PUBLICLY-15H01620
  • [Journal Article] Neural decoding of single vowels during covert articulation using electrocorticography2014

    • Author(s)
      Ikeda S, Shibata T, Nakano, Okada R, Tsuyuguchi N, Ikeda K, Kato A
    • Journal Title

      Front Hum Neurosci.

      Volume: epub ahead Pages: 1-1

    • DOI

      10.3389/fnhum.2014.00125

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23500484, KAKENHI-PROJECT-24592140, KAKENHI-PLANNED-25118009, KAKENHI-PROJECT-25350691, KAKENHI-PROJECT-26462223
  • [Journal Article] Object-based selection modulates top-down attentional shifts2014

    • Author(s)
      Nishida, S., Shibata, T., and Ikeda, K.
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 8, 125 Pages: 1-1

    • DOI

      10.3389/fnhum.2014.00090

    • NAID

      120005399105

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23240028, KAKENHI-PLANNED-25118009
  • [Journal Article] Estimating passive dynamics distributions and state costs in linearly solvable Markov decision processes during Z learning execution2014

    • Author(s)
      Mauricio Burdelis, Kazushi Ikeda
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: 7 Pages: 148-148

    • DOI

      10.9746/jcmsi.7.48

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Journal Article] Bayesian Cell Force Estimation Considering Force Directions2013

    • Author(s)
      Satoshi Kozawa, Yuichi Sakumura, Michinori Toriyama, Naoyuki Inagaki, Kazushi Ikeda
    • Journal Title

      Neural Processing Letters

      Volume: -

    • DOI

      10.1007/s11063-013-9320-y

    • Peer Reviewed
    • Data Source
      KAKENHI-ORGANIZER-25102001, KAKENHI-PLANNED-25102010, KAKENHI-PROJECT-25330341
  • [Journal Article] Some Learning Properties of Modular Network SOMs2010

    • Author(s)
      M. Takeda, K. Ikeda, T. Furukawa
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration Vol.3,No.1

      Pages: 15-19

    • NAID

      10031139981

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Some Learning Properties of Modular Network SOMs2010

    • Author(s)
      M.Takeda, K.Ikeda, T.Furukawa
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration Vol.3

      Pages: 15-19

    • NAID

      10031139981

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] A Network Analysis of Genetic Algorithms2007

    • Author(s)
      Hiroyuki Funaya, Kazushi Ikeda
    • Journal Title

      IEICE Transactions on Information and Systems E90-D・6(印刷中)

    • NAID

      110007522160

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] A Network Analysis of Genetic Algorithms2007

    • Author(s)
      Hiroyuki Funaya, Kazushi Ikeda
    • Journal Title

      IEICE Trans. Information and Systems E90-D

      Pages: 124-127

    • NAID

      110007522160

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Incremental Support Vector Machines and Their Geometrical Analyses2007

    • Author(s)
      K. Ikeda, T. Yamasaki
    • Journal Title

      Neurocomputing Vol.70,No.13-15

      Pages: 2528-2533

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Incremental Support Vector Machines and Their Geometrical Analyses2007

    • Author(s)
      Kazushi Ikeda, Takemasa Yamasaki
    • Journal Title

      Neurocomputing 70

      Pages: 2528-2533

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Incremental support vector machines and their geomet-rical analysis2007

    • Author(s)
      K. Ikeda, T. Yamasaki
    • Journal Title

      Neurocomputing 70

      Pages: 2528-2533

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] A Statistical Property of Multi-Agent Learning Based on Markov Decision Process2006

    • Author(s)
      Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai
    • Journal Title

      IEEE Transactions on Neural Networks 17・4

      Pages: 829-842

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Effects of Kernel Function on Nu Support Vector Machines in Extreme Cases2006

    • Author(s)
      Kazushi IKEDA
    • Journal Title

      IEEE Trans.Neural Networks 17巻1号

      Pages: 1-9

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] A Statistical Property of Multi-Agent Learning Based on Markov Decision Process2006

    • Author(s)
      K. Iwata, K. Ikeda, H. Sakai
    • Journal Title

      IEEE Trans. Neural Networks Vol.17,No.4

      Pages: 829-842

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] A statis-tical property of multi-agent learning based on Markov decision Process2006

    • Author(s)
      K. Iwata, K. Ikeda, H. Sakai
    • Journal Title

      IEEE Trans. on Neural Networks 17/4

      Pages: 829-842

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Geometric Properties of Quasi-Additive Learning Algorithms2006

    • Author(s)
      Kazushi Ikeda
    • Journal Title

      IEICE Transactions on Fundamentals E89-A・10

      Pages: 2812-2817

    • NAID

      110007537759

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] Geometrical Properties of Lifting-Up in the Nu Support Vector Machines2006

    • Author(s)
      Kazushi IKEDA
    • Journal Title

      IEICE Trans.Information and Systems E89D巻24号

      Pages: 847-852

    • NAID

      110004719356

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms2005

    • Author(s)
      Kazushi Ikeda, Noboru Murata
    • Journal Title

      Neural Computation 17(11)

      Pages: 2508-2529

    • Data Source
      KAKENHI-PROJECT-14084210
  • [Journal Article] An Asymptotic Analysis of Support Vector Machines with Soft Margins2005

    • Author(s)
      Kazushi IKEDA, Tsutomu AOISHI
    • Journal Title

      Neural Networks 18巻3号

      Pages: 251-259

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Effects of Norms on Learning Properties of Support Vector Machines2005

    • Author(s)
      Kazushi IKEDA, Noboru MURATA
    • Journal Title

      Proc.ICASSP 2005 (印刷中)

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms2005

    • Author(s)
      K.Ikeda, N.Murata
    • Journal Title

      Neural Computation 17(11)

      Pages: 2508-2529

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14084210
  • [Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms.2005

    • Author(s)
      Kazushi Ikeda, Noboru Murata.
    • Journal Title

      Neural Computation 17(11)

      Pages: 2508-2529

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-14084210
  • [Journal Article] Geometrical Properties of Nu Support Vector Machines with Different Norms2005

    • Author(s)
      Kazushi IKEDA, Noboru MURATA
    • Journal Title

      Neural Computation 17巻11号

      Pages: 2508-2529

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Information Geometry of Interspike Intervals in Spiking Neurons2005

    • Author(s)
      Kazushi IKEDA
    • Journal Title

      Neural Computation 17巻12号

      Pages: 2719-2735

    • NAID

      10014324394

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Effects of Soft Margins on Learning Curves of Support Vector Machines2004

    • Author(s)
      Kazushi IKEDA, Tsutomu AOISHI
    • Journal Title

      Proc.BICS 2004

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Learning Properties of Support Vector Machines with p-Norm2004

    • Author(s)
      Kazushi IKEDA, Noboru MURATA
    • Journal Title

      Proc.MWSCAS 2004

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Geometry and Learning Curves of Kernel Methods Polynomial Kernels with Polynomial Kernels2004

    • Author(s)
      Kazushi IKEDA
    • Journal Title

      Systems and Computers in Japan 35巻7号

      Pages: 41-48

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] An Asymptotic Statistical Theory of Polynomial Kernel Methods2004

    • Author(s)
      Kazushi IKEDA
    • Journal Title

      Neural Computation 16巻8号

      Pages: 1705-1719

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Incremental Support Vector Machines and Their Geometrical Analyses

    • Author(s)
      Kazushi Ikeda, Takemasa Yamasaki
    • Journal Title

      Neurocomputing (印刷中)

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Journal Article] An Asymptotic Analysis of Support Vector Machines with Soft Margins

    • Author(s)
      Kazushi IKEDA, Tsutomu AOISHI
    • Journal Title

      Neural Networks (印刷中)

    • Data Source
      KAKENHI-PROJECT-15700130
  • [Journal Article] Statiscal Measure for Spiking Neuns with Refractories

    • Author(s)
      K. Ikeda, D. Komazawa, H. Funaya
    • Journal Title

      Frontiers of Electrical and Electronics Engineering in China (in press)

    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Evaluation of the Effect of Transfer Learning to Multi-Instance Detection of Monkeys2021

    • Author(s)
      Riza Rae Pineda, Takatomi Kubo, Masaki Shimada, Kazushi Ikeda
    • Organizer
      13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Robust Tracking of Japanese Macaques from Videos in the Wild using Cascaded Networks2021

    • Author(s)
      Riza Rae Pineda, Takatomi Kubo, Masaki Shimada, Kazushi Ikeda
    • Organizer
      CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling Workshop in conjunction with Computer Vision and Pattern Recognition 2021 (CVPR)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Quantification Analysis of Behavioral Changes after Sciatic Nerve Ligation in Rats2020

    • Author(s)
      Panyawut Sri-iesaranusorn, Saeka Shimochi, Naoaki Ono, Emrah Yatkin, Hidehiro Iida, Kazushi Ikeda, Junichiro Yoshimoto
    • Organizer
      APSIPA-ASC
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Additive or concatenating skip-connections improve data separability2019

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      International Conference on Machine Learning: Understanding and Improving Generalization in Deep Learning workshop
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] スナメリの採餌行動におけるインタラクションの解析2019

    • Author(s)
      誉田実希子, 久保孝富, 森村成樹, 池田和司
    • Organizer
      第5回数理生物学交流発表会
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Theoretical analysis of the fixup initialization for fast convergence and high generalization ability2019

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      International Conference on Machine Learning: Understanding and Improving Generalization in Deep Learning workshop
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] 局所脳冷却効果の発現機序解明に向けた数理モデルアプローチ2019

    • Author(s)
      池田和司、久保孝富
    • Organizer
      第6回脳神経外科BMI研究会
    • Data Source
      KAKENHI-PROJECT-15H05719
  • [Presentation] ニューラルネットワークの隠れ層のユニット数とReLU関数が汎化能力に与える影響の理論解析2019

    • Author(s)
      古庄泰隆,池田和司
    • Organizer
      電子情報通信学会IBISML研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Differences in Gaze Behavior between Dog Experts and Non-Experts during Observing Dog Training Videos2019

    • Author(s)
      Eri Nakahara, Takatomi Kubo, Rina Ouchi, Kazuyuki Samejima, Miho Nagasawa, Takefumi Kikusui and Kazushi Ikeda
    • Organizer
      脳と心のメカニズム冬のワークショップ
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Overview: Theoretical properties of deep learning methods2019

    • Author(s)
      Kazushi Ikeda
    • Organizer
      APSIPA-ASC
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] 古典的なニューラルネットワークの問題点と加算型及び結合型ショートカットによる改善2019

    • Author(s)
      古庄康隆,池田和司
    • Organizer
      情報論的学習理論と機械学習研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Probing the association between axonal sprouting and seizure activity using a coupled neural mass model2019

    • Author(s)
      Jaymar Soriano, Takatomi Kubo, Kazushi Ikeda
    • Organizer
      CNS*2019
    • Data Source
      KAKENHI-PROJECT-15H05719
  • [Presentation] Generation and visualization of tennis swing motion by conditional variational RNN with hidden Markov model2019

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      Asian Conference on Machine Learning: Trajectory, Activity, and Behaviour workshop
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Hierarchical Segmentation Approach for Detecting Switching Interaction from Multiple Time Series2019

    • Author(s)
      Jeric Briones, Takatomi Kubo and Kazushi Ikeda
    • Organizer
      脳と心のメカニズム冬のワークショップ
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] ResNet and batch normalization improve data separability2019

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      Asian Conference on Machine Learning
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Machine learning diagnosis of multiple liver-related diseases by exhaled breath gas components2019

    • Author(s)
      Shingo Shirone, Mutsumi Miyauchi, Kazuhisa Ouhara, Hidemi Kurihara, Takashi Takata, Hideyuki Hyogo, Toshio Ito, Wosuck Shin, Akiko Tanaka, Kazuo Sato, Kazushi Ikeda and Yuichi Sakumura
    • Organizer
      The 20th International Conference on Systems Biology
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H01817
  • [Presentation] Stochastic depthが勾配降下法の学習速度に与える影響の理論解析2019

    • Author(s)
      古庄康隆,池田和司
    • Organizer
      情報理論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Effects of Skip-Connection in ResNet and Batch-Normalization on Fisher Information Matrix2019

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      脳と心のメカニズム冬のワークショップ
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] スナメリの採餌行動におけるインタラクションの解析2019

    • Author(s)
      誉田実希子, 久保孝富, 森村成樹, 池田和司
    • Organizer
      第122回数理モデル化と問題解決研究発表会
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Fixup initializationの理論解析: 学習の高速化とResNetの汎化能力向上2019

    • Author(s)
      古庄康隆,池田和司
    • Organizer
      情報論的学習理論と機械学習研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] ResNetとbatch normalizationによるデータ分離能力の向上2019

    • Author(s)
      古庄康隆,池田和司
    • Organizer
      情報論的学習理論と機械学習研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Batch-normalizationがResNetのFIsher情報行列に与える影響の理論解析2019

    • Author(s)
      古庄泰隆,池田和司
    • Organizer
      電子情報通信学会IBISML研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] Tracking of Body Parts of the Dog using DeepLabCut2018

    • Author(s)
      Satoshi Murashige, Takatomi Kubo, Rina Ouchi, Eri Nakahara, Takefumi Kikusui, Kazushi Ikeda
    • Organizer
      日本動物心理学会第78回大会
    • Data Source
      KAKENHI-PROJECT-17K19408
  • [Presentation] Decision making of mares reacting to the stallion’s herding in a harem group of feral horses2018

    • Author(s)
      Monamie Ringhofer, Clark Kendrick Go, Sota Inoue, Renata S Mendonca, Satoshi Hirata, Takatomi Kubo, Kazushi Ikeda and Shinya Yamamoto
    • Organizer
      ISBE Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] ニューラルネットワークの埋め込み安定性と汎化能力の関係2018

    • Author(s)
      古庄泰隆,池田和司
    • Organizer
      第14回コンピューテーショナル・インテリジェンス研究会
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] An Inquiry into Experience Replay Sampling in Deep Reinforcement Learning2018

    • Author(s)
      Tan Renzo P, Koganti Nishanth and Kazushi Ikeda
    • Organizer
      Annual Conference of Japanese Neural Network Society
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] 脳梗塞に対する局所脳冷却:効果実証を目指したプロトタイプ機の開発2018

    • Author(s)
      井上貴雄、山川俊貴、藤原幸一、久保孝富、岡史朗、庭山正嗣、野村貞宏、井本浩哉、貞廣浩和、杉本至健、石原秀行、末廣栄一、河野亜希子、柳井宏之、加納学、池田和司、鈴木倫保
    • Organizer
      STROK2018
    • Data Source
      KAKENHI-PROJECT-15H05719
  • [Presentation] Non-asymptotic analysis of Fisher information matrices of Multi-layer perceptron, ResNet, and Batch-normalization2018

    • Author(s)
      Yasutaka Furusho, Kazushi Ikeda
    • Organizer
      6th INCF Japan Node International Workshop: Advances in Neuroinformatics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K19821
  • [Presentation] 野生ウマ群のハーディング行動におけるオスとメスの行動調整2018

    • Author(s)
      リングホーファー 萌奈美, Clark Kendrick Go, 越智 咲穂, 井上 漱太, Renata S. Mendonca, 平田 聡, 久保 孝富, 池田 和司, 山本 真也
    • Organizer
      第62回プリマーテス研究会
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Feature Selection using Distance from Classification Boundary and Monte Carlo Simulation2018

    • Author(s)
      Koyama Y, Ikeda K, Sakumura Y
    • Organizer
      The 25th International Conference on Neural Information Processing
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H01817
  • [Presentation] Gaussian Process Latent Space Policies for Data-efficient Learning of Robotic Clothing Assistance2018

    • Author(s)
      Koganti Nishanth, Shibata Tomohiro, Tamei Tomoya and Kazushi Ikeda
    • Organizer
      International Conference on Intelligent Robots and Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] 主成分分析の逆問題としてのマルチビュー学習問題2017

    • Author(s)
      石谷 智之, 吉本 潤一郎, 池田 和司
    • Organizer
      第27回日本神経回路学会全国大会
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Online Portfolio Selection Based on the Posts of Winners and Losers in Stock Microblogs2017

    • Author(s)
      Shinta Koyano and Kazushi Ikeda
    • Organizer
      IEEE Symposium Series on Computational Intelligence
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-17H05863
  • [Presentation] Bifurcations in a temperature-dependent neural mass model reveal heterogeneous effect of focal cooling on epileptic discharges2017

    • Author(s)
      Jaymar Soriano, Takatomi Kubo, Takao Inoue, Hiroyuki Kida, Toshitaka Yamakawa, Michiyasu Suzuki, Kazushi Ikeda
    • Organizer
      CNS 2017
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H05719
  • [Presentation] Assessing Canine Emotional States Using an Accelerometer2016

    • Author(s)
      R. Ouchi, Y. Maruno, T. Kubo, M. Katayama, M. Nagasawa, T. Kikusui, K. Ikeda
    • Organizer
      ITC-CSCC
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] A temperature-dependent neural mass model for suppression of epileptic discharges2016

    • Author(s)
      Jaymar Soriano, Takatomi Kubo, Takao Inoue, Hiroyuki Kida, Toshitaka Yamakawa, Michiyasu Suzuki, Kazushi Ikeda
    • Organizer
      Neuroscience2016
    • Place of Presentation
      San Diego (San Diego Convention Center), USA
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H05719
  • [Presentation] Canine emotional state assessment with heart rate variability2016

    • Author(s)
      Eri Nakahara, Yuki Maruno, Takatomi Kubo, Rina Ouchi, Maki Katayama, Koichi Fujiwara, Miho Nagasawa, Takefumi Kikusui, Kazushi Ikeda
    • Organizer
      APSIPA-ASC
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] ディープニューラルネットワークの入力符号化能力の情報理論的評価2015

    • Author(s)
      古庄泰隆,久保孝富,池田和司
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] Information Theoretical Analysis of Deep Learning Representations2015

    • Author(s)
      Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2015-11-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] Information Theoretical Analysis of Deep Learning Representations2015

    • Author(s)
      Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2015-11-09
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] Mouse-behavior analysis with nonparametric Bayesian method2015

    • Author(s)
      Kazushi Ikeda
    • Organizer
      1st Symposium on International Collaboration between NAIST and UC Davis
    • Place of Presentation
      UC Davis, California, USA
    • Year and Date
      2015-02-09
    • Invited
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] Kinematic and Dynamic Analysis of Sit- to- Stand Transfer Using Hand- to- Hand Assistance by Therapists of Different Skill Levels2015

    • Author(s)
      Lao Bryan, Tamei Tomoya, Kazushi Ikeda
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道・函館)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] In-Home Measurement System of User’s Motion and Center of Pressure2015

    • Author(s)
      Tomoya Tamei, Yasuyuki Orito, Tomohiro Shibata and Kazushi Ikeda
    • Organizer
      APSIPA-ASC
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2015-12-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] In-Home Measurement System of User's Motion and Center of Pressure2015

    • Author(s)
      Tomoya Tamei, Yasuyuki Orito, Tomohiro Shibata and Kazushi Ikeda
    • Organizer
      APSIPA-ASC
    • Place of Presentation
      Hong Kong
    • Year and Date
      2015-12-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] ディープニューラルネットワークの入力符号化能力の情報理論的評価2015

    • Author(s)
      古庄泰隆,久保孝富,池田和司
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道函館市)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] Kinematic and Dynamic Analysis of Sit-to -Stand Transfer Using Hand-to-Hand Assistance by Therapists of Different Skill Levels2015

    • Author(s)
      Lao Bryan, Tamei Tomoya, Kazushi Ikeda
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] ガウス過程識別器に基づく視線行動からの 運転熟練者と非熟練者の識別2015

    • Author(s)
      張祖杰,久保孝富,渡辺仁,池田和司,柴田智広,坂東誉司,人見謙太郎, 江川万寿三
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] Kinematic and Dynamic Analysis of Sit-to-Stand Transfer Using Hand-to-Hand Assistance by Therapists of Different Skill Levels2015

    • Author(s)
      Lao Bryan, Tamei Tomoya, Kazushi Ikeda
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道函館市)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] ガウス過程識別器に基づく視線行動からの 運転熟練者と非熟練者の識別2015

    • Author(s)
      張祖杰,久保孝富,渡辺仁,池田和司,柴田智広,坂東誉司,人見謙太郎, 江川万寿三
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道・函館)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] In- Home Measurement System of User’s Motion and Center of Pressure2015

    • Author(s)
      Tomoya Tamei, Yasuyuki Orito, Tomohiro Shibata and Kazushi Ikeda
    • Organizer
      APSIPA- ASC
    • Place of Presentation
      Hong Kong
    • Year and Date
      2015-12-16
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] ガウス過程識別器に基づく視線行動からの 運転熟練者と非熟練者の識別2015

    • Author(s)
      張祖杰,久保孝富,渡辺仁,池田和司,柴田智広,坂東誉司,人見謙太郎,江川万寿三
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道函館市)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] ディープニューラルネットワークの入力符号化能力の情報理論的評価2015

    • Author(s)
      古庄泰隆,久保孝富,池田和司
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会
    • Place of Presentation
      函館アリーナ(北海道・函館)
    • Year and Date
      2015-11-18
    • Data Source
      KAKENHI-PLANNED-25118009
  • [Presentation] 運転行動予測に向けた運転操作時系列データへのノンパラメトリックベイズ法の適用2013

    • Author(s)
      池田和司
    • Organizer
      計測自動制御学会システム・情報部門学術講演会
    • Place of Presentation
      ピアザ淡海(滋賀県大津市)
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] 多目的最適化におけるパレート集合再構成法の誤り確率解析2013

    • Author(s)
      池田和司
    • Organizer
      計測自動制御学会システム・情報部門学術講演会
    • Place of Presentation
      ピアザ淡海(滋賀県大津市)
    • Data Source
      KAKENHI-PROJECT-25280083
  • [Presentation] 局所フィッシャー判別分析の幾何的解釈と音高に依存しない楽器特徴抽出への適用2010

    • Author(s)
      井原瑞希, 池田和司, 前田新一
    • Organizer
      音楽情報科学研究会研究発表会
    • Place of Presentation
      兵庫県三田市
    • Year and Date
      2010-02-16
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 階層変分ベイズ法によるNIRS-DOTの逆問題解法2010

    • Author(s)
      宮本敦史, 渡辺一帆, 池田和司, 佐藤雅昭
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      東京都町田市
    • Year and Date
      2010-03-10
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 判別分析の幾何的解釈と楽器特徴抽出法の考察2010

    • Author(s)
      井原瑞希, 池田和司, 前田新一
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      沖縄県宮古島市
    • Year and Date
      2010-03-02
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 情報幾何学一双対平坦空間とその応用2009

    • Author(s)
      池田和司
    • Organizer
      制御理論シンポジウム招待講演
    • Place of Presentation
      大阪市
    • Year and Date
      2009-09-05
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 情報幾何学 --- 双対平坦空間とその応用2009

    • Author(s)
      池田和司(招待講演)
    • Organizer
      制御理論シンポジウム
    • Place of Presentation
      大阪市
    • Year and Date
      2009-09-15
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 各要素が混合ガウス分布に従う行列因子化による欠損値予測2009

    • Author(s)
      中村政義, 竹之内高志, 池田和司
    • Organizer
      情報論的学習理論ワークショップ
    • Place of Presentation
      福岡市
    • Year and Date
      2009-10-19
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Sparse exponential family PCA with heterogeneous attributes2009

    • Author(s)
      林浩平, 竹之内高志, 池田和司
    • Organizer
      情報論的学習理論ワークショップ
    • Place of Presentation
      福岡市
    • Year and Date
      2009-10-19
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] A support vector machine with forgetting factor and its statistical properties2008

    • Author(s)
      H. Funaya, Y. Nomura, K. Ikeda
    • Organizer
      Int'l Conf. on Neural Information Processing
    • Place of Presentation
      オークランド(ニュージーランド)
    • Year and Date
      2008-11-27
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 忘却係数を持つサポートベクトルマシンの統計的解析2008

    • Author(s)
      野村 佳彦, 船谷 浩之, 池田 和司
    • Organizer
      電子情報通信学会 NC 研究会
    • Place of Presentation
      東京都町田市
    • Year and Date
      2008-03-13
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] A Support Vector Machine with Forgelling Factor and Itsstatistical Proper ties2008

    • Author(s)
      H. Funaya, Y. Nomura, K. Ikeda
    • Organizer
      Int'l Conf. on Neural Information Processing
    • Place of Presentation
      オークランド(ニュージーランド)
    • Year and Date
      2008-11-27
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 忘却係数を持つサポートベクトルマシンの統計的解析2008

    • Author(s)
      野村佳彦, 船谷浩之, 池田和司
    • Organizer
      第52回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都市
    • Year and Date
      2008-05-18
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Information Geometry of Interspike Intervals in Spiking Neurons with Refractories2008

    • Author(s)
      D. Komazawa, K. Ikeda, H. Funaya
    • Organizer
      Int'l Conf. on Neural Information Processing
    • Place of Presentation
      オークランド(ニュージーランド)
    • Year and Date
      2008-11-27
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 忘却係数をもつSVMの解析2008

    • Author(s)
      船谷浩之, 野村佳彦, 池田和司
    • Organizer
      第11回情報論的学習理論ワークショップ
    • Place of Presentation
      仙台市
    • Year and Date
      2008-10-30
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] 遺伝的アルゴリズムのネットワークとしての性質2007

    • Author(s)
      船谷 浩之, 池田 和司
    • Organizer
      電子情報通信学会 NC 研究会
    • Place of Presentation
      京都市
    • Year and Date
      2007-07-25
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Information Geometry and Information Theory in Machine Learning2007

    • Author(s)
      Kazushi Ikeda, Kazunori Iwata
    • Organizer
      Int'l Conf. on Neural Information Processing
    • Place of Presentation
      北九州市
    • Year and Date
      2007-11-15
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] An Approach to the Learning Curves of an Incremental Support Vector Machines2007

    • Author(s)
      Takemasa Yamasaki, Kazushi Ikeda, Yoshihiro Nomura
    • Organizer
      Int'l Symp. on Foundation of Computational Intelligence
    • Place of Presentation
      ホノルル(合衆国)
    • Year and Date
      2007-04-04
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Information Geometry and Information Theory in Machine Learning2007

    • Author(s)
      K. Ikeda, K. Iwata
    • Organizer
      Proc. ICONIP
    • Place of Presentation
      北九州市
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] On Geometric Structure of Quasi-Additive Learning Algorithms2006

    • Author(s)
      K. Ikeda
    • Organizer
      Proc. IJCNN
    • Place of Presentation
      Vancouver, Canada
    • Data Source
      KAKENHI-PROJECT-18300078
  • [Presentation] Bayesian estimation of traction force generated by neuronal growth cone

    • Author(s)
      Satoshi Kozawa, Yuichi Sakumura, Michinori Toriyama, Naoyuki Inagaki, Kazushi Ikeda
    • Organizer
      Society for Neuroscience Annual Meeting
    • Place of Presentation
      Washington DC convention center, USA
    • Year and Date
      2014-11-15 – 2014-11-19
    • Data Source
      KAKENHI-PROJECT-25330341
  • 1.  SAKUMURA Yuichi (50324968)
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