Miura Naoki 三浦直樹

… Alternative Names

MIURA Naoki 三浦直樹

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Researcher Number	70400463
Other IDs	https://orcid.org/0000-0002-1276-9410
Affiliation (Current)	2024: 東北工業大学, 工学部, 教授
Affiliation (based on the past Project Information) *help	2023: 東北工業大学, 工学部, 教授 2021: 東北工業大学, 工学部, 教授 2014 – 2021: 東北工業大学, 工学部, 准教授 2011 – 2014: 東北工業大学, 工学部, 講師 2009 – 2010: 高知工科大学, 工学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 90030:Cognitive science-related / Basic Section 61020:Human interface and interaction-related / Media informatics/Database Except Principal Investigator Nuclear engineering / Humanities and Social Sciences
Keywords	Principal Investigator 脳機能計測 / 利他的価値判断 / 合意形成 / 作業環境 / 場の空気 / 多人数同時計測 / 生理計測 / 複数人同時計測 / 生体信号計測 / 共同作業 … More / 脳活動同調 / 他者意識 / 共行動 / 生体計測 / 認知プロセス / ヒューマンエラー … More Except Principal Investigator 原子力プラント / 想定外事象 / 脳機能解析 / 認知的負荷 / 運転訓練 / 状況適応 / 認知的制御モード / ワークロード / 機械学習 / 可観測情報 / 認知状態 / スマートグリッドシミュレータ / 適応 / 認知実験 / パフォーマンス / 対応能力 / 過酷事象 / ウエアラブルデバイス / シミュレーション環境 / 人間状態推定 / 安全性 / 適応システム / 適応能力 / マイクロワールドシミュレーション / 対処能力 / 原子炉プラント / human performance / simulation / operation training / unexpected events / サピエンス / ネアンデルタール / 古神経学 / 化石脳 / 機能的磁気共鳴画像法 / 計算論的解剖学 / 脳イメージング / 創造性 / 社会認知 / 認知科学 / 古人類学 / 脳機能イメージング / 計算解剖学 / 作業記憶 / fMRI / インタフェース / 訓練シナリオ / 認知的複雑度 / 携帯型NIRS / 原子力プラントシミュレータ / ヒューマンエラー / 携帯型NIRS装置 / 脳活動 / NIRS / 近赤外分光 / 脳機能計測 / ヒューマンファクタ / 原子力 Less

The role of procedural fairness in consensus building on altruistic value judgments: a neuroimaging study.Principal Investigator
- Principal Investigator
  
  三浦直樹
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90030:Cognitive science-related
- Research Institution
  Tohoku Institute of Technology
An experimental study to visualize an atmosphere of cooperative work based on the brain activation and eye movementPrincipal Investigator
- Principal Investigator
  
  Miura Naoki
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61020:Human interface and interaction-related
- Research Institution
  Tohoku Institute of Technology
Experimental study on the situation-adaptive system to enhance human performance to deal with severe situations
- Principal Investigator
  
  TAKAHASHI MAKOTO
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Nuclear engineering
- Research Institution
  Tohoku University
Study on the adaptive performance when facing unexpected situations
- Principal Investigator
  
  Takahashi Makoto
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Nuclear engineering
- Research Institution
  Tohoku University
Fundamental study to discriminate a cognitive fluctuation which caused by a human error using neuroimaging signalsPrincipal Investigator
- Principal Investigator
  
  MIURA Naoki
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Media informatics/Database
- Research Institution
  Tohoku Institute of Technology
Functional mapping of learning abilities in archaic and modern human brains
- Principal Investigator
  
  TANABE Hiroki
- Project Period (FY)
  2010 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Humanities and Social Sciences
- Research Institution
  Nagoya University
  National Institute for Physiological Sciences
Human Factor Study for Nuclear Power Plant Operator based on the Nero-Science
- Principal Investigator
  
  TAKAHASHI Makoto
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Nuclear engineering
- Research Institution
  Tohoku University

All 2022 2020 2019 2018 2015 2014 2012 2011 Other

All Journal Article Presentation Book

[Book] “Motion analysis for stone-knapping of the skilled levallois technique” in “Dynamics of Learning in Neanderthals and Modern Humans Volume 2: Cognitive and Physical Perspectives”2014
- Author(s)
  Hoshino Y, Mitani K, Miura N, Tanabe HC, Nagai K
- Total Pages
  243
- Publisher
  Springer Tokyo
- Data Source
  KAKENHI-PLANNED-22101007
[Book] “Brain activation related to the imitative learning of bodily actions observed during the construction of a Mousterian stone tool: A functional magnetic resonance imaging study” in “Dynamics of Learning in Neanderthals and Modern Humans Volume 2: Cognitive and Physical Perspectives”2014
- Author(s)
  Miura N, Nagai K, Yamazaki M, Yoshida Y, Tanabe HC, Akazawa T, Sadato N
- Total Pages
  243
- Publisher
  Springer Tokyo
- Data Source
  KAKENHI-PLANNED-22101007
[Journal Article] Functional MRI on the ability to handle unexpected events in complex socio-technological systems: task performance and problem-solving characteristics are associated with low activity of the brain involved in problem solving2020
- Author(s)
  三浦直樹, 吉井慶人, 高橋信, 杉浦元亮, 川島隆太
- Journal Title
  
  The Transactions of Human Interface Society
  
  Volume: 22 Issue: 1 Pages: 43-54
- DOI
  10.11184/his.22.1_43
- NAID
  130007801769
- ISSN
  1344-7262, 2186-8271
- Year and Date
  2020-02-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12085, KAKENHI-PROJECT-20K20292
[Journal Article] Neuronal substrates characterizing two stages in visual object recognition.2014
- Author(s)
  Taminato T, Miura N, Sugiura M, Kawashima R
- Journal Title
  
  Neuroscience Research
  
  Volume: 89 Pages: 61-68
- DOI
  10.1016/j.neures.2014.09.001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-22101007, KAKENHI-PUBLICLY-26118702
[Journal Article] Second language instinct and instruction effects : Nature and nurture in second language acquisition2011
- Author(s)
  Yusa N., M.Koizumi, J.Kim, N.Kimura, S.Uchida, S.Yokoyama, N.Miura, R.Kawashima, H.Hagiwara
- Journal Title
  
  Journal of Cognitive Neuroscience
  
  Volume: 23 Pages: 2416-2430
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-22101007
[Journal Article] Lexical Categories and the Human Brain : An fMRI Study2011
- Author(s)
  Kambara T., S.Yokoyama, K.Takahashi, N.Miura, T.Miyamoto, D.Takahashi, S.Sato, R.Kawashima
- Journal Title
  
  Studies in Language Sciences
  
  Volume: 10 Pages: 187-199
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 共同サイモン課題による脳活動同調の解析2022
- Author(s)
  間山千寛，三浦直樹
- Organizer
  令和４年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-19K12085
[Presentation] 無気力度性格特性による質問調査への回答の不安定性2022
- Author(s)
  半田翔人, 三浦直樹
- Organizer
  令和４年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-19K12085
[Presentation] メガネ型ウェアラブルデバイスを用いた没入度の評価に関する研究2020
- Author(s)
  遠藤輝人, 三浦直樹
- Organizer
  令和２年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-19K12085
[Presentation] メガネ型ウェアラブルデバイスを用いた没頭感の評価に関する研究2019
- Author(s)
  遠藤輝人, 三浦直樹
- Organizer
  ヒューマンインタフェースシンポジウム2019
- Data Source
  KAKENHI-PROJECT-19K12085
[Presentation] ウェアラブル眼電位計測デバイスを用いた眠気検出手法の開発2019
- Author(s)
  山口航平, 三浦直樹
- Organizer
  平成31年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] メガネ型ウェアラブルデバイスを用いた作業時の過酷さを可視化するシステムの開発2019
- Author(s)
  野口翼, 遠藤輝人, 三浦直樹
- Organizer
  平成31年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] メガネ型ウェアラブルデバイスによる作業記憶課題時の集中状態の推定2018
- Author(s)
  遠藤輝人, 菅真由子, 三浦直樹
- Organizer
  ヒューマンインタフェースシンポジウム2018
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] ウェアラブルデバイスを用いた VDT 作業時の疲労状態推定に関する研究2018
- Author(s)
  三浦大輝
- Organizer
  平成30年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] ウェアラブルデバイスを用いた VDT 作業時の疲労状態推定に関する研究2018
- Author(s)
  三浦大輝, 三浦直樹
- Organizer
  平成30年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] メガネ型ウェアラブルデバイスを用いた二重課題時の認知負荷推定に関する研究2018
- Author(s)
  野口翼, 遠藤輝人, 三浦直樹
- Organizer
  ヒューマンインタフェースシンポジウム2018
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] 瞬目と眼球運動に基づく集中度判定手法の開発2018
- Author(s)
  菅真由子, 三浦直樹
- Organizer
  平成30年東北地区若手研究者研究発表会
- Data Source
  KAKENHI-PROJECT-16H04625
[Presentation] ハノイの塔を用いた社会学習と個体学習差の検証実験2015
- Author(s)
  星野孝総、三谷慶太、三浦直樹、田邊宏樹、長井謙治
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第10回研究大会
- Place of Presentation
  高知会館、高知
- Year and Date
  2015-03-07
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 近赤外線分光法を用いた想定外事象に対峙したときの人間の脳活動解析2015
- Author(s)
  千葉幹, 増山直幸, 三浦直樹, 髙橋信, 川島隆太
- Organizer
  平成27年東北地区若手研究者研究発表会
- Place of Presentation
  郡山市日本大学工学部70号館
- Year and Date
  2015-02-28
- Data Source
  KAKENHI-PROJECT-25289347
[Presentation] メタ解析に基づく道具使用の神経基盤の推定2015
- Author(s)
  三浦直樹
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第10回研究大会
- Place of Presentation
  高知会館、高知
- Year and Date
  2015-03-07
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Evaluation of Quality of Communication based Multi-person NIRS Measurement2015
- Author(s)
  Makoto Takahashi, Naoki Miura, Ryuta Kawashima
- Organizer
  Human Brain Mapping 2015
- Place of Presentation
  U.S.A., Honolulu,Hawaii Convention Center
- Year and Date
  2015-06-14
- Data Source
  KAKENHI-PROJECT-25289347
[Presentation] コミュニケーション手段の違いが脳活動に与える影響の評価2015
- Author(s)
  野口茂明, 三浦直樹, 髙橋信, 川島隆太
- Organizer
  平成27年東北地区若手研究者研究発表会
- Place of Presentation
  郡山市日本大学工学部70号館
- Year and Date
  2015-02-28
- Data Source
  KAKENHI-PROJECT-25289347
[Presentation] Characterization of cognitive capability of Air Traffic Controller: an fMRI study2014
- Author(s)
  Makoto Takahashi, Kiyokazu Haga, Ryuta Kawashima, Atsushi Sekiguchi, Naoki Miura
- Organizer
  The 20th Annual Meeting of the Organization for Human Brain Mapping
- Place of Presentation
  the CCH-Congress Center in Hamburg, Germany.
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] An fMRI study to clarify the nature of human’s play.2014
- Author(s)
  Miura N, Tanabe HC, Sasaki A, Harada A, Sadato N
- Organizer
  Human Brain Mapping 2014 Conference
- Place of Presentation
  Hamburg
- Year and Date
  2014-06-10
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] ハノイの塔を用いた社会学習と個体学習差の検証実験2014
- Author(s)
  星野孝総、三谷慶太、三浦直樹、田邊宏樹、長井謙治
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第9回研究大会
- Place of Presentation
  東京大学、東京
- Year and Date
  2014-05-11
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] NIRS装置を用いたインタフェース評価に関する研究 (3)超小型NIRS装置によるインタフェース評価可能性の検討2014
- Author(s)
  吉井慶人, 堀内友翔, 猪股礼寛, 三浦直樹, 高橋信, 川島隆太
- Organizer
  ヒューマンインタフェース2014
- Place of Presentation
  京都
- Year and Date
  2014-09-10
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] 創造性の神経基盤:メタ解析による機能地図の描出2014
- Author(s)
  三浦直樹
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第9回研究大会
- Place of Presentation
  東京大学、東京
- Year and Date
  2014-05-11
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] "Cortical activity reflecting a tactical thinking to follow a rule: An fNIRS study"2014
- Author(s)
  MIura N, Shirasawa N, Kanoh S
- Organizer
  Neuroscience 2014
- Place of Presentation
  Wasington DC, USA
- Year and Date
  2014-11-18
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] Cortical activity reflecting a tactical thinking to follow a rule: An fNIRS study.2014
- Author(s)
  Miura N, Shirasawa N, Kanoh S
- Organizer
  Society for Neuroscience 2014 Annual Meeting
- Place of Presentation
  Washington DC, USA
- Year and Date
  2014-11-18
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] NIRS装置を用いたインタフェース評価に関する研究(1)遠隔コミュニケーションの評価2014
- Author(s)
  渡邊琢磨, 秋澤由佳, 加納慎一郎, 高橋信, 三浦直樹, 川島隆太
- Organizer
  ヒューマンインタフェース2014
- Place of Presentation
  京都
- Year and Date
  2014-09-10
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] Motion analysis for stone-knapping of the skilled Levallois technique.2012
- Author(s)
  Hoshino Y, Miura N, Nagai K (Hoshino Y)
- Organizer
  RNMH2012 The first international conference
- Place of Presentation
  Tokyo, Japan
- Year and Date
  2012-11-18
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Brain activation related to the imitative learning of bodily actions observed during the construction of a Mousterian stone tool: a functional magnetic resonance imaging study2012
- Author(s)
  MIura N, Nagai K, Yamazaki M, Yoshida Y, Tanabe HC, Akazawa T, Sadato N
- Organizer
  The First International Conference on Replacement of Neanderthals by Modern Humans: Testing Evolutionary Models of Learning
- Place of Presentation
  Tokyo
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] Brain activation related to the imitative learning of bodily actions observed during the construction of a Mousterian stone tool: a functional magnetic resonance imaging study.2012
- Author(s)
  Miura M, Nagai K, Yamazaki M, Yoshida Y, Tanabe HC, Sadato N (Miura M)
- Organizer
  RNMH2012 The first international conference
- Place of Presentation
  Tokyo, Japan
- Year and Date
  2012-11-18
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 問題解決のための創造的適応的行動の選択に関与する神経基盤の解明2012
- Author(s)
  三浦直樹、星野孝総、長井謙治（三浦直樹）
- Organizer
  ネアンデルタールとサピエンス交替劇の真相：学習能力の進化に基づく実証的研究第５回研究大会
- Place of Presentation
  学術総合センター、東京
- Year and Date
  2012-04-14
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Motion analysis for stone-kapping of the skilled Levallois technique2012
- Author(s)
  Hoshino Y, Miura N, Nagai K
- Organizer
  The First International Conference on Replacement of Neanderthals by Modern Humans: Testing Evolutionary Models of Learning
- Place of Presentation
  Tokyo
- Data Source
  KAKENHI-PROJECT-24700121
[Presentation] Learning effect on cortical activity during implicit imitation of bimanual tool production and word speech2011
- Author(s)
  Miura N., T.Akazawa, M.Yamazaki, K.Nagai, Y.Yoshida, H.C.Tanabe, N.Sadato
- Organizer
  17th Annual Meeting of the Organization for Human Brain Mapping
- Place of Presentation
  Quebec, Canada
- Year and Date
  2011-06-27
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Evaluation of Quality of Communication based Multi-person NIRS Measurement
- Author(s)
  Makoto Takahashi, Naoki Miura, Ryuta Kawashima
- Organizer
  OHBM2015
- Place of Presentation
  Honolulu,Hawai,USA
- Year and Date
  2015-06-14 – 2015-06-18
- Data Source
  KAKENHI-PROJECT-25289347
[Presentation] Neural underpinning of creative thinking: a meta-analysis for neuroimaging data.
- Author(s)
  Miura N, Sasaki Y, Hasegawa K, Tanabe HC
- Organizer
  RNMH2014 The second international conference
- Place of Presentation
  Date, Hokkaido, Japan
- Year and Date
  2014-11-30 – 2014-12-06
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] fMRI experiment about executive function by difference of learning methods: Using Tower of Hanoi
- Author(s)
  Hoshino Y, Mitani K, Miura N, Tanabe HC, Nagai K
- Organizer
  RNMH2014 The second international conference
- Place of Presentation
  Date, Hokkaido, Japan
- Year and Date
  2014-11-30 – 2014-12-06
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 学習方法の違いに関するfMRI 解析
- Author(s)
  三谷慶太、星野孝総、三浦直樹、田邊宏樹
- Organizer
  第30回ファジィシステムシンポジウム2014
- Place of Presentation
  高知城ホール、高知
- Year and Date
  2014-09-01 – 2014-09-03
- Data Source
  KAKENHI-PLANNED-22101007

1. TAKAHASHI Makoto (00243098)

# of Collaborated Projects: 3 results

# of Collaborated Products: 2 results
2. KAWASHIMA Ryuta (90250828)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. MATSUYAMA Shigeo (70219525)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. TANABE Hiroki (20414021)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
5. SADATO Norihiro (00273003)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
6. KOCHIYAMA Takanori (90380146)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. HOSHINO Yukinobu (10351321)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
8. 大橋智樹 (00347915)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 五福明夫 (20170475)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 藤田欣也 (30209051)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 杉浦元亮 (60396546)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. HASEGAWA Kunihiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
13. KOIKE Takahiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. KAWAMICHI Hiroaki

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. OKAZAKI Shuntaro

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. SASAKI Akihiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
17. YOSHIHARA Kazufumi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. OKAMOTO Yuko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. YOSHIDA Yumiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
20. SHIMADA Koji

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. SUGAWARA Sho

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. TAKAHASHI Haruka

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
23. NAKAGAWA Eri

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. 松永昌弘

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
25. 川島降太

# of Collaborated Projects: 0 results

# of Collaborated Products: 4 results

Miura Naoki 三浦 直樹

MIURA Naoki 三浦 直樹

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The role of procedural fairness in consensus building on altruistic value judgments: a neuroimaging study.Principal Investigator

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An experimental study to visualize an atmosphere of cooperative work based on the brain activation and eye movementPrincipal Investigator

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Experimental study on the situation-adaptive system to enhance human performance to deal with severe situations

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Study on the adaptive performance when facing unexpected situations

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Fundamental study to discriminate a cognitive fluctuation which caused by a human error using neuroimaging signalsPrincipal Investigator

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Functional mapping of learning abilities in archaic and modern human brains

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Human Factor Study for Nuclear Power Plant Operator based on the Nero-Science

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[Book] “Motion analysis for stone-knapping of the skilled levallois technique” in “Dynamics of Learning in Neanderthals and Modern Humans Volume 2: Cognitive and Physical Perspectives”2014

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[Journal Article] Functional MRI on the ability to handle unexpected events in complex socio-technological systems: task performance and problem-solving characteristics are associated with low activity of the brain involved in problem solving2020

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[Journal Article] Neuronal substrates characterizing two stages in visual object recognition.2014

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[Journal Article] Second language instinct and instruction effects : Nature and nurture in second language acquisition2011

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[Journal Article] Lexical Categories and the Human Brain : An fMRI Study2011

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[Presentation] 共同サイモン課題による脳活動同調の解析2022

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Miura Naoki 三浦直樹

MIURA Naoki 三浦直樹

[Presentation] メガネ型ウェアラブルデバイスを用いた没入度の評価に関する研究2020