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How do cultural differences in music cognition arise? Its neural basis, computer processing, and developmental changes

Research Project

Project/Area Number 19H04434
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 90030:Cognitive science-related
Research InstitutionKanagawa University

Principal Investigator

Matsunaga Rie  神奈川大学, 人間科学部, 准教授 (70399781)

Co-Investigator(Kenkyū-buntansha) 横澤 宏一  北海道大学, 保健科学研究院, 教授 (20416978)
阿部 純一  北海道大学, 文学研究院, 名誉教授 (40091409)
ハルトノ ピトヨ  中京大学, 工学部, 教授 (90339747)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2022: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2021: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2020: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥9,620,000 (Direct Cost: ¥7,400,000、Indirect Cost: ¥2,220,000)
Keywords音楽認知 / 調性知覚 / 調性スキーマ / 脳機能計測 / 計算論的モデル / 文化差 / スキーマ獲得 / deep neural network / LSTM network / 発達差 / 脳機能計測と計算論的モデル / 文化比較 / Deep neural network / 脳機能イメージングと深層学習 / 音楽知覚 / 計算モデリング / MEG / バイミュージカル / 神経基盤と脳計算
Outline of Research at the Start

本研究では,調性知覚の処理に焦点を当て,そこに見られる文化的差違の生起機序を検討する。具体的には,幅広い音楽文化の成員を対象に,行動実験と脳機能計測実験を行い,調性知覚の文化差の実態と,調性知覚に関する神経基盤の文化普遍性と文化固有性を明らかにする。また,行動実験で観察された調性知覚をシミュレートできる神経回路網モデルを文化ごとに構築し,そのモデルを文化間で比較することで,脳計算原理における文化普遍性と固有性を見出す。さらに,調性知覚の発達過程における文化差も検討する。最終的には,蓄積した研究知見を基にし,生得的制約と文化的制約の両方を兼ね備える脳内調性知覚情報処理の過程モデルの提案を目指す。

Outline of Final Research Achievements

Our research project reports three findings: (a) young children can self-detect the potential teacher signal on an input melody and use it to quickly extract a common feature, i.e., tonal schema (a musical scale), across input melodies; (b) regardless of mono-musical and bi-musical environments, children use the final pitch in each melody to learn the tonal schema of their culture; (c) brain activities of tonal processing are different between early-spontaneous bi-musical listeners and later-subsequent bi-musical listeners.

Academic Significance and Societal Importance of the Research Achievements

本研究は以下3つの学術的意義を提案する:(a)先行研究は西洋音楽文化に属する聞き手の調性スキーマを説明しようとしてきたのに対し,本研究は西洋音楽文化だけでなく非西洋音楽文化の聞き手も含めた形で文化差を統一的に説明した点;(b)調性知覚の文化差を記述するだけでなく,発達的視点を取り入れながら,行動・脳機能計測手法,計算論的モデリング手法を複線的に使用することで,文化差の生成機序を追究した点;(c)心理学の重要な問題,具体的には,いかに人間は認知的スキーマを獲得するのか,なぜ獲得されたスキーマは文化間で異なるのか,そして,何がスキーマ獲得の文化普遍的な特性か,という疑問に対して示唆を与えた点。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (45 results)

All 2023 2022 2021 2020 2019

All Journal Article (16 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 15 results,  Open Access: 12 results) Presentation (25 results) (of which Int'l Joint Research: 8 results,  Invited: 4 results) Book (4 results)

  • [Journal Article] Cooperative Multi-Robot Hierarchical Reinforcement Learning2022

    • Author(s)
      Setyawan Gembong Edhi、Hartono Pitoyo、Sawada Hideyuki
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 13 Issue: 9 Pages: 35-44

    • DOI

      10.14569/ijacsa.2022.0130904

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Infusing common-sensical prior knowledge into topological representations of learning robots2022

    • Author(s)
      Ogawa Kana、Hartono Pitoyo
    • Journal Title

      Artificial Life and Robotics

      Volume: 27 Issue: 3 Pages: 576-585

    • DOI

      10.1007/s10015-022-00776-5

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using inverse learning for controlling bionic robotic fish with SMA actuators2022

    • Author(s)
      Ning Kewei、Hartono Pitoyo、Sawada Hideyuki
    • Journal Title

      MRS Advances

      Volume: 7 Issue: 30 Pages: 649-655

    • DOI

      10.1557/s43580-022-00328-w

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Construction of a fiber-optically connected MEG hyperscanning system for recording brain activity during real-time communication2022

    • Author(s)
      Watanabe Hayato、Shimojo Atsushi、Yagyu Kazuyori、Sonehara Tsuyoshi、Takano Kazuyoshi、Boasen Jared、Shiraishi Hideaki、Yokosawa Koichi、Saito Takuya
    • Journal Title

      PLOS ONE

      Volume: 17 Issue: 6 Pages: 0270090-0270090

    • DOI

      10.1371/journal.pone.0270090

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Magnetoencephalography Hyperscanning Evidence of Differing Cognitive Strategies Due to Social Role During Auditory Communication2022

    • Author(s)
      Yoneta Nano、Watanabe Hayato、Shimojo Atsushi、Takano Kazuyoshi、Saito Takuya、Yagyu Kazuyori、Shiraishi Hideaki、Yokosawa Koichi、Boasen Jared
    • Journal Title

      Frontiers in Neuroscience

      Volume: 16 Pages: 790057-790057

    • DOI

      10.3389/fnins.2022.790057

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Processing time affects sequential memory performance beginning at the level of visual encoding2022

    • Author(s)
      Takase Ryoken、Boasen Jared、Kuriki Shinya、Toyomura Akira、Yokosawa Koichi
    • Journal Title

      PLOS ONE

      Volume: 17 Issue: 3 Pages: 1-18

    • DOI

      10.1371/journal.pone.0265719

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Collaborative General Purpose Convolutional Neural Networks2021

    • Author(s)
      Ogawa Kana、Hartono Pitoyo
    • Journal Title

      Journal of Signal Processing

      Volume: 25 Issue: 2 Pages: 53-61

    • DOI

      10.2299/jsp.25.53

    • NAID

      130007993256

    • ISSN
      1342-6230, 1880-1013
    • Year and Date
      2021-03-01
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Development of Sensitivity to Tonality Structure of Music2020

    • Author(s)
      Matsunaga Rie、Hartono Pitoyo、Yokosawa Koichi、Abe Jun-ichi
    • Journal Title

      Music Perception: An Interdisciplinary Journal

      Volume: 37 Issue: 3 Pages: 225-239

    • DOI

      10.1525/mp.2020.37.3.225

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Semi-automated brain responses in communication: A magnetoencephalographic hyperscanning study2020

    • Author(s)
      Takano Kazuyoshi、Watanabe Hayato、Yagyu Kazuyori、Shimojo Atsushi、Boasen Jared、Murakami Yui、Shiraishi Hideaki、Yokosawa Koichi、Saito Takuya
    • Journal Title

      Conf Proc IEEE Eng Med Biol Soc

      Volume: 1 Pages: 2893-2896

    • DOI

      10.1109/embc44109.2020.9176538

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Functional decline of the precuneus associated with mild cognitive impairment: Magnetoencephalographic observations2020

    • Author(s)
      Koichi Yokosawa, Keisuke Kimura, Ryoken Takase, Yui Murakami, Jared Boasen
    • Journal Title

      PloS one

      Volume: 15(9) Issue: 9 Pages: e0239577-e0239577

    • DOI

      10.1371/journal.pone.0239577

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Overview of Magnetoencephalography—Brief History of its Sensors and Hardware2020

    • Author(s)
      Yokosawa Koichi
    • Journal Title

      Advanced Biomedical Engineering

      Volume: 9 Issue: 0 Pages: 217-224

    • DOI

      10.14326/abe.9.217

    • NAID

      130007952412

    • ISSN
      2187-5219
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Mixing Autoencoder With Classifier: Conceptual Data Visualization2020

    • Author(s)
      Hartono Pitoyo
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 105301-105310

    • DOI

      10.1109/access.2020.2999155

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Appearance and modulation of a reactive temporal-lobe-10-Hz tau-rhythm2019

    • Author(s)
      Koichi Yokosawa, Yui Murakami, Hiroaki Sato
    • Journal Title

      Neuroscience Research

      Volume: 印刷中 Pages: 44-50

    • DOI

      10.1016/j.neures.2019.02.002

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Semantically Explainable Fuzzy Classifier2019

    • Author(s)
      Sabol Patrik、Sincak Peter、Magyar Jan、Hartono Pitoyo
    • Journal Title

      International Journal of Pattern Recognition and Artificial Intelligence

      Volume: 33 Issue: 12 Pages: 2051006-2051006

    • DOI

      10.1142/s0218001420510064

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Road Grade and Vehicle Mass Estimation for Heavy-duty Vehicles Using Feedforward Neural Networks2019

    • Author(s)
      Torabi Sina、Wahde Mattias、Hartono Pitoyo
    • Journal Title

      Proc. The 4th International Conference on Intelligent Transportation Engineering 2019

      Volume: NA Pages: 316-321

    • DOI

      10.1109/icite.2019.8880261

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 脳磁計(MEG)の50年2019

    • Author(s)
      横澤宏一
    • Journal Title

      生体医工学

      Volume: 57 Pages: 113-118

    • NAID

      130007769204

    • Related Report
      2019 Annual Research Report
  • [Presentation] 認知的スキーマの獲得過程:幼児はなぜ明示的な教師信号なしに少ない経験量で帰納的学習ができるのか?--- 深層神経回路網による“音階スキーマ”学習のシミュレーション結果からの考察2022

    • Author(s)
      阿部純一・松永理恵・Pitoyo Hartono
    • Organizer
      北海道心理学会・東北心理学会 第13回合同大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 子どもは文化特有の調性感覚をどう身につけるか:その理論的考察2022

    • Author(s)
      松永理恵・Pitoyo Hartono・阿部純一
    • Organizer
      日本音楽知覚認知学会2022年度秋季研究発表会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 子どもはいかにして調性スキーマの学習を始めていくか.2022

    • Author(s)
      松永理恵
    • Organizer
      音楽の科学研究会第32回 研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 聞き手はいかに異文化の音楽を記憶するか:日本人と中国人との比較2022

    • Author(s)
      石本 太一・松永 理恵
    • Organizer
      日本心理学会第86回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Broad alpha-Rhythm enhancement in sequential memory encoding detected by magnetoencephalography2022

    • Author(s)
      Koichi Yokosawa, Risa Anada, Mayuko Nomura, Ryoken Takase, Jared Boasen
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 44th Annual International Conference of IEEE
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How do we acquire the sense of culture-specific musical plausibility?2021

    • Author(s)
      Rie Matsunaga
    • Organizer
      The 3rd Symposium on Perception and Cognition Systems for Nature of Plausibility.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 子どもは何を足場として音階スキーマを獲得していくか:Deep Neural Networkを用いた計算機実験の報告2021

    • Author(s)
      松永理恵・Pitoyo Hartono・阿部純一
    • Organizer
      日本音楽知覚認知学会2021年度春季研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 大人にとって記憶しやすい音階,記憶しづらい音階:音楽訓練経験による差異2021

    • Author(s)
      石本 太一・山口 基樹・菅原 慧・松永 理恵
    • Organizer
      日本音楽知覚認知学会2021年度春季研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 人工音階から作られたメロディの記憶:音楽訓練経験者と未経験者との比較2021

    • Author(s)
      石本 太一・山口 基樹・菅原 慧・松永 理恵
    • Organizer
      第31回音楽の科学研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Neurocorrelates of musical communication using MEG hyperscanning2021

    • Author(s)
      Nano Yoneta,Jared Boasen,Hayato Watanabe,Takuya Saito,Hideaki Shiraishi,and Koichi Yokosawa
    • Organizer
      The 5th FHS International Conference
    • Related Report
      2021 Annual Research Report
  • [Presentation] MEGハイパースキャニングによる音楽的コミュニケーション時の脳活動計測-役割による認知負荷の差異-2021

    • Author(s)
      米田菜乃、Jared Boasen、渡辺隼人、齊藤卓弥、白石秀明、横澤宏一
    • Organizer
      第60回生体医工学会・第36回日本生体磁気学会
    • Related Report
      2021 Annual Research Report
  • [Presentation] An In-Depth Analysis of Cooperative Multi-Robot Hierarchical Reinforcement Learning2021

    • Author(s)
      G.E. Setyawan, P. Hartono, H. Sawada
    • Organizer
      The 7th International Conference on Sustainable Information Engineering and Technology
    • Related Report
      2021 Annual Research Report
  • [Presentation] 音楽聴取機能の本質的機能とは何か(指定討論)2020

    • Author(s)
      松永理恵
    • Organizer
      日本心理学会第84会大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Semi-automated brain responses in communication: A magnetoencephalographic hyperscanning study2020

    • Author(s)
      Kazuyoshi Takano, Hayato Watanabe, Kazuyori Yagyu, Atsushi Shimojo, Jared Boasen, Yui Murakami, Hideaki Shiraishi, Koichi Yokosawa, and Takuya Saito
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 42nd Annual International Conference of IEEE
    • Related Report
      2020 Annual Research Report
  • [Presentation] Suppression of 20-Hz mu-rhythm relating to directional memory2020

    • Author(s)
      Risa Anada, Ryoken Takase, Hayate Onishi, Jared Boasen, and Koichi Yokosawa
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 42nd Annual International Conference of IEEE
    • Related Report
      2020 Annual Research Report
  • [Presentation] 脳磁計による脳機能計測 -記憶とコミュニケーションの神経基盤-2020

    • Author(s)
      横澤宏一
    • Organizer
      第81回応用物理学会秋季学術講演会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 超伝導分科会シンポジウム 超伝導が可能にするセンシング技術~SQUIDの最新応用展開~「脳磁計による無侵襲脳機能計測 -記憶とコミュニケーション-」2020

    • Author(s)
      横澤宏一
    • Organizer
      2020年(令和2年)春季学術講演会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 脳内調性処理における発達初期の音楽聴取経験の影響:日本人バイミュージカルを用いたMEG実験2019

    • Author(s)
      松永理恵・竹下悠哉・横澤宏一・Pitoyo Hartono・阿部純一
    • Organizer
      日本音楽知覚認知学会令和元年秋季研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 脳の機能計測と認知科学2019

    • Author(s)
      横澤宏一
    • Organizer
      物理教育学会北海道支部 物理教育研究会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] A magnetoencephalographic hyperscanning system enabling natural face-to-face communication2019

    • Author(s)
      Yokosawa K, Shimojo A, Watanabe H, Yagyu K, Sonehara T, Boasen J, Shiraishi H, Saito T
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 41st Annual International Conference of IEEE
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationship between precuneus activity and mild cognitive impairment2019

    • Author(s)
      Yokosawa K, Suzuki N, Ogino K, Takase R, Murakami Y, Boasen J
    • Organizer
      The Meeting of the International Society for the Advancement of Clinical MEG
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of dual MEG system -non-invasive hyper-scanning of brain functions2019

    • Author(s)
      Takano K, Shimojo A, Watanabe H, Yokosawa K
    • Organizer
      The Fourth FHS International Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Differential modulation of the prefrontal theta oscillation depending on the memory strategies2019

    • Author(s)
      Onishi H, Takase R, Yokosawa K
    • Organizer
      The Fourth FHS International Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Different roles for theta- and alpha-band brain rhythms during sequential memory2019

    • Author(s)
      Takase R, Boasen J, Yokosawa K
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 41st Annual International Conference of IEEE
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Communication study: Hyperscanning using dual-MEG2019

    • Author(s)
      Yagyu K, Watanabe H, Shimojo A, Sonehara T, Yokosawa K, Saito T
    • Organizer
      The Meeting of the International Society for the Advancement of Clinical MEG
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Book] A Sense of Plausibility in Vision and Music Perception2023

    • Author(s)
      Tatsuya Yoshizawa
    • Total Pages
      118
    • Publisher
      朝倉書店
    • ISBN
      9784254520354
    • Related Report
      2022 Annual Research Report
  • [Book] 感覚知覚の心理学2023

    • Author(s)
      吉澤 達也
    • Total Pages
      208
    • Publisher
      朝倉書店
    • ISBN
      9784254520347
    • Related Report
      2022 Annual Research Report
  • [Book] 有斐閣 現代心理学辞典2021

    • Author(s)
      子安 増生、丹野 義彦、箱田 裕司
    • Total Pages
      1002
    • Publisher
      有斐閣
    • ISBN
      9784641002661
    • Related Report
      2020 Annual Research Report
  • [Book] 音楽知覚認知ハンドブック2020

    • Author(s)
      大串 健吾、桑野 園子、難波 精一郎、小川 容子、谷口 高士、中島 祥好、星野 悦子、三浦 雅展、山崎 晃男
    • Total Pages
      416
    • Publisher
      北大路書房
    • ISBN
      9784762830990
    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2024-01-30  

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