• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to project page

2012 Fiscal Year Final Research Report

Statistical regularization theory and neurophysiology

Research Project

  • PDF
Project/Area Number 23650145
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionOsaka University

Principal Investigator

KANO Yutaka  大阪大学, 基礎工学研究科, 教授 (20201436)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Yasushi  大阪大学, 生命機能研究科, 准教授 (60311198)
INUI Toshiro  京都大学, 情報学研究科, 教授 (30107015)
Co-Investigator(Renkei-kenkyūsha) SHIMURA Tsuyoshi  大阪大学, 人間科学研究科, 教授 (80150332)
ADACHI Kohei  大阪大学, 人間科学研究科, 教授 (60299055)
MURATA Noboru  早稲田大学, 理工学術院, 教授 (60242038)
Research Collaborator YAMAMOTO Michio  , 日本学術振興会特別研究員DC2
Project Period (FY) 2011 – 2012
Keywords多変量解析 / 識別性 / 誤差の制御 / 因子回転 / 不良設定問題 / スパースコーディング
Research Abstract

We organized and hosted an international symposium “Life Science and Statistics” in Osaka University in 2011, the first year of the research. The symposium was held to aim at constructing an interface among researchers in statistics, life science, cognitive psychologyand brain sciences. At least two joint international works have been accomplished, as fruits of having the symposium; one is on a new estimation of factor analysis model and the other on a new factor rotation method. After the symposium, a new research group of statisticians and brain scientists was created to conduct an interdisciplinary study.

  • Research Products

    (15 results)

All 2013 2012 2011 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (9 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Item response theory using a finite mixture of logistic models with item-specific mixing weights2013

    • Author(s)
      Mori, J. and Kano, Y
    • Journal Title

      Journal of the Japanese Society of Computational Statistics

      Volume: (in press)

    • Peer Reviewed
  • [Journal Article] A cluster-based factor rotation2013

    • Author(s)
      Yamamoto, M. and Jennrich, R.I
    • Journal Title

      British Journal of Mathematical and Statistical Psychology

      Volume: (in press)

    • Peer Reviewed
  • [Journal Article] Reward prediction-related increases and decreases in tonic neuronal activity of the pedunculopontine tegmental nucleus2013

    • Author(s)
      Okada, K. and Kobayashi, Y
    • Journal Title

      Frontiers in Integrative Neuroscience

      Volume: vol.14 Pages: 1-17

    • Peer Reviewed
  • [Journal Article] A neural correlate of predicted and actual reward-value information in monkey pedunculopontine tegmental and dorsal raphe nucleus during saccade tasks2011

    • Author(s)
      Okada, K. Nakamura, K. and Kobayashi,Y
    • Journal Title

      Neural Plasticity

      Volume: vol. 2011. Article ID 579840 Pages: 21

    • Peer Reviewed
  • [Presentation] denti-fication problem for the analysis of binary repeated measure data with non-ignorable missing2013

    • Author(s)
      森川耕輔・狩野裕
    • Organizer
      第7回日本統計学会春季集会
    • Place of Presentation
      学習院大学,東京
    • Year and Date
      2013-03-03
  • [Presentation] Orthogonal factor analysis subject to direct sparseness constraint on loadings2012

    • Author(s)
      Adachi, K. and Trendafilov, N.T
    • Organizer
      ERCIM 2012
    • Place of Presentation
      Oviedo, Spain
    • Year and Date
      2012-12-01
  • [Presentation] Analysis of binary repeated measure data with non-ignorable missing2012

    • Author(s)
      森川耕輔・山本倫生・狩野 裕
    • Organizer
      シンポジウム「統計科学の基礎的理論とその応用」
    • Place of Presentation
      国際奈良学セミナーハウス, 奈良
    • Year and Date
      2012-11-21
  • [Presentation] 変分ベイズ法と混合正規分布の推定問題2012

    • Author(s)
      磯崎郷平・寺田吉壱・狩野 裕
    • Organizer
      シンポジウム「統計科学の基礎的理論とその応用」
    • Place of Presentation
      国際奈良学セミナーハウス, 奈良
    • Year and Date
      2012-11-21
  • [Presentation] 正則化法に基づく高次元因子分析モデルの推定2012

    • Author(s)
      鎌田亜美・狩野 裕
    • Organizer
      2012 年度統計関連学会連合大会
    • Place of Presentation
      北海道大学, 札幌
    • Year and Date
      2012-09-10
  • [Presentation] Neuronal recording from cholinergic nucleus in the brainstem of awake monkeys in relation toarousal, motivation, motor control, visual information processing and reinforcement learning2012

    • Author(s)
      Kobayashi, Y
    • Organizer
      Bio-X 2012 International Symposium on Molecular Cognition and Translational Research of Neuropsychiatric Disorders
    • Place of Presentation
      Shanghai Jiao Tong University, China
    • Year and Date
      2012-04-29
  • [Presentation] 統計的正則化理論と神経生理学2011

    • Author(s)
      狩野 裕
    • Organizer
      シンポジウム「生命科学と統計学」
    • Place of Presentation
      大阪大学, 大阪
    • Year and Date
      2011-11-04
  • [Presentation] Factor Rotation and Sparseness2011

    • Author(s)
      Kano, Y
    • Organizer
      International Symposium "Life Science and Statistics"
    • Place of Presentation
      大阪大学, 大阪
    • Year and Date
      2011-11-03
  • [Presentation] The pedunculopontine tegmental nucleus neurons encode predicted reward signal by tonic regular firing and given reward signal phasically2011

    • Author(s)
      Kobayashi, Y. and Okada, K
    • Organizer
      Neuro 2011
    • Place of Presentation
      パシフィコ横浜, 横浜
    • Year and Date
      2011-09-16
  • [Book] 強化学習の神経機構「ブレインサイエンス・レビュー <2012>」2012

    • Author(s)
      小林 康
    • Total Pages
      127-150
    • Publisher
      クバプロ
  • [Remarks]

    • URL

      http://www.sigmath.es.osaka-u.ac.jp/~kano/research/seminar/index.html

URL: 

Published: 2014-09-25   Modified: 2015-08-18  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi