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Koyama Shinsuke  小山 慎介

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SHINSUKE KOYAMA  小山 慎介

KOYAMA Shinsuke  小山 慎介

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Researcher Number 20589999
Other IDs
Affiliation (Current) 2025: 統計数理研究所, 学際統計数理研究系, 准教授
Affiliation (based on the past Project Information) *help 2024: 統計数理研究所, 学際統計数理研究系, 准教授
2022 – 2023: 統計数理研究所, モデリング研究系, 准教授
2016 – 2019: 統計数理研究所, モデリング研究系, 准教授
2014: 統計数理研究所, 大学共同利用機関等の部局等, 准教授
2013: 統計数理研究所, 大学共同利用機関等の部局等, 助教
2012: 統計数理研究所, モデリング研究系, 助教
Review Section/Research Field
Principal Investigator
Statistical science / Statistical science
Except Principal Investigator
Basic Section 62020:Web informatics and service informatics-related / Basic Section 22050:Civil engineering plan and transportation engineering-related / Life / Health / Medical informatics
Keywords
Principal Investigator
マッドパルス / 統計モデリング / 伝送路容量 / 時系列解析 / マッドパルス伝送 / 国際情報交換 チェコ / 確率点過程 / 神経スパイク時系列 / 揺らぎのスケーリング則 / 統計神経科学 … More / 積分発火モデル / ゆらぎのスケーリング則 / 点過程 / スパイク時系列解析 … More
Except Principal Investigator
機械学習 / データサイエンス / ネットワーク分析 / トピック分析 / トピックモデル / 複雑ネットワーク / 時系列モデル / ソーシャルメディア分析 / ファノ因子推定 / ビン幅推定 / ヒストグラム / 人流データ / GPSデータ解析 / RNAシーケンス / 逆問題 / Total RNA-seq / 新生転写産物 / 転写伸長 / ベイズ統計 Less
  • Research Projects

    (5 results)
  • Research Products

    (21 results)
  • Co-Researchers

    (7 People)
  •  A selection of spatial scale of population statistics by non-Poission GPS poin ts

    • Principal Investigator
      青木 高明
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 22050:Civil engineering plan and transportation engineering-related
    • Research Institution
      Shiga University
  •  ソーシャルメディアのモニタリングを強化するためのグラフ時系列モデルの構築

    • Principal Investigator
      小林 亮太
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 62020:Web informatics and service informatics-related
    • Research Institution
      The University of Tokyo
  •  Time series modeling of mud pulse telemetry with multiple modulatorsPrincipal Investigator

    • Principal Investigator
      Koyama Shinsuke
    • Project Period (FY)
      2017 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Statistical science
    • Research Institution
      The Institute of Statistical Mathematics
  •  Inverse analysis of transcription elongation process using Bayesian Inference

    • Principal Investigator
      Yoshida Ryo
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      The Institute of Statistical Mathematics
  •  Statistical analysis of hierarchical structure of neural spike trainsPrincipal Investigator

    • Principal Investigator
      KOYAMA Shinsuke
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Statistical science
    • Research Institution
      The Institute of Statistical Mathematics

All 2016 2015 2014 2013 2012

All Journal Article Presentation

  • [Journal Article] The effect of interspike interval statistics on the information gain under the rate coding hypothesis2014

    • Author(s)
      Shinsuke Koyama and Lubomir Kostal
    • Journal Title

      Mathematical Biosciences and Engineering

      Volume: 11 Pages: 63-80

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Journal Article] Information transmission using non-Poisson regular firing2013

    • Author(s)
      S. Koyama, T. Omi, R. E. Kass and S. Shinomoto
    • Journal Title

      Neural Computation

      Volume: 25 Pages: 854-876

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Journal Article] Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing2013

    • Author(s)
      Shinsuke Koyama
    • Journal Title

      Advances in Neural Information Processing Systems

      Volume: 25 Pages: 180-188

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 状態空間モデルを用いた転写伸長速度の予測2016

    • Author(s)
      河村優美, 吉田亮, 小山慎介
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-07
    • Data Source
      KAKENHI-PROJECT-15K12145
  • [Presentation] 神経細胞の発火特性がISIスケーリング則に与える影響について2015

    • Author(s)
      小山慎介
    • Organizer
      本物理学会第70回年次大会
    • Place of Presentation
      早稲田大学早稲田キャンパス
    • Year and Date
      2015-03-21
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 確率点過程における揺らぎのスケーリング則2014

    • Author(s)
      小山慎介
    • Organizer
      日本物理学会春期大会
    • Place of Presentation
      東海大学湘南キャンパス, 神奈川
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Information gain on variable neuronal firing2014

    • Author(s)
      Shinsuke Koyama
    • Organizer
      ISI-ISM-ISSAS Joint Conference 2014
    • Place of Presentation
      Delhi, India
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Fluctuation scaling in neural spike trains2014

    • Author(s)
      Shinsuke Koyama
    • Organizer
      11th Neural Coding Workshop
    • Place of Presentation
      Versailles, France
    • Year and Date
      2014-10-09
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 確率点過程における揺らぎのスケーリング則2014

    • Author(s)
      小山慎介
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2014-09-14
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Fluctuation scaling in neural spike trains2014

    • Author(s)
      Shinsuke Koyama
    • Organizer
      Computational Neuroscience (CNS) 2014
    • Place of Presentation
      Quebec, Canada
    • Year and Date
      2014-07-28
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] On the information capacity of spike trains and detectability of rate fluctuations2013

    • Author(s)
      S. Koyama
    • Organizer
      Computational and Systems Neuroscience (Cosyne) 2013
    • Place of Presentation
      Utah, USA
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Information gain on variable neuronal firing rate2013

    • Author(s)
      Shinsuke Koyama
    • Organizer
      Society for Neuroscience (SfN)
    • Place of Presentation
      San Diego, CA, USA
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] The effect of interstice interval statistics on the information gain under the rate coding hypothesis2013

    • Author(s)
      Shinsuke Koyama
    • Organizer
      Neural Coding: Information beyond Shannon
    • Place of Presentation
      Prague, Czech Republic
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 変動発火レートの情報伝送2013

    • Author(s)
      小山慎介
    • Organizer
      Neuro2013
    • Place of Presentation
      国立京都国際会館, 京都
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 神経スパイク時系列における揺らぎのスケーリング則2013

    • Author(s)
      小山慎介
    • Organizer
      定量生物学の会第六会年会
    • Place of Presentation
      大阪大学吹田キャンパス, 大阪
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] スパイク間隔分布のスケール族に対するフィッシャー情報量とニューラルコーティングへの関連について2013

    • Author(s)
      小山慎介
    • Organizer
      日本物理学会第68回年次大会
    • Place of Presentation
      広島
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] 平均と分散のスケーリング関係を持つ非定常点過程モデルと神経スパイク時系列データへの応用2013

    • Author(s)
      小山慎介
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      大阪大学豊中キャンパス, 大阪
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Bayesian Interpolation of Random Point Events: A Path Integral Analysis2013

    • Author(s)
      Shinsuke Koyama
    • Organizer
      29th European Meeting of Statisticians (EMS2013)
    • Place of Presentation
      Budapest, Hungary
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Information gain on variable neuronal firing rate2013

    • Author(s)
      Shinsuke Koyama
    • Organizer
      Computational Neuroscience Meeting (CNS2013)
    • Place of Presentation
      Paris, France
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing2012

    • Author(s)
      S. Koyama
    • Organizer
      Advances in Neural Information Processing Systems (NIPS) 2012
    • Place of Presentation
      Nevada, USA
    • Data Source
      KAKENHI-PROJECT-24700287
  • [Presentation] Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing2012

    • Author(s)
      S. Koyama
    • Organizer
      10th International Neural Coding Workshop
    • Place of Presentation
      Prague, Czech Republic
    • Data Source
      KAKENHI-PROJECT-24700287
  • 1.  Yoshida Ryo (70401263)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 2.  KAWAOKA SHINPEI (70740009)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  青木 高明 (30553284)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  藤原 直哉 (00637449)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  小林 亮太 (70549237)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  宇野 毅明 (00302977)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  橋本 隆子 (80551697)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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