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Active search: Interaction of environmental and cognitive transformation through search behavior

Research Project

Project/Area Number 20H00107
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 10:Psychology and related fields
Research InstitutionKyoto University

Principal Investigator

Saiki Jun  京都大学, 人間・環境学研究科, 教授 (60283470)

Co-Investigator(Kenkyū-buntansha) ディブレクト マシュー  京都大学, 人間・環境学研究科, 准教授 (20623599)
羽倉 信宏  国立研究開発法人情報通信研究機構, 未来ICT研究所脳情報通信融合研究センター, 主任研究員 (80505983)
上田 祥行  京都大学, 人と社会の未来研究院, 特定講師 (80582494)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥44,850,000 (Direct Cost: ¥34,500,000、Indirect Cost: ¥10,350,000)
Fiscal Year 2023: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2022: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2021: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2020: ¥12,090,000 (Direct Cost: ¥9,300,000、Indirect Cost: ¥2,790,000)
Keywords探索行動 / 文脈手がかり効果 / 目と手の協調 / 知覚学習 / 計算論的認知モデル / 文脈手掛かり効果 / 眼と手の協調 / 視覚採餌課題
Outline of Research at the Start

探索行動に関する従来の研究は 、探索が「環境を能動的に改変する」行動であるという側面を見逃してきた。そこで、本研究では、探索行動における能動性を「アクティブサーチ」と定式化し、人間が効率的な探索のために環境と認知システムを改変するメカニズムを明らかにする。具体的には、環境を改変しながら探索を行う行動実験課題を構築して実証実験を行い、人間の行動特性を定量的に評価する。その際、行動実験、眼球運動計測、脳機能計測を併用して多角的に検討する。並行して、生態学モデルと計算論的認知モデルを融合した「アクティブサーチのダイナミカルモデル」を構築し、実証研究とモデル研究の循環的な研究を推進する。

Outline of Final Research Achievements

To understand the balance between adaptive change in cognitive system and adaptive manipulation of environment in search behavior, we focus on the contextual cueing effect, and obtained the following findings: (1) Discovery of proactive prediction of context in the contextual cueing effect, (2) Generalized contextual cueing induced by implicit association between task difficulty and target locations, (3) Asymmetric transfer of contextual cueing effect between active search with noise elimination and passive search without noise, (4) Discovery of complex motor learning by tagging different motor programs by internal confidence as contextx, and (5) Confirmation of necessity of joint attention in the contextual cueing effect in a joint search task.

Academic Significance and Societal Importance of the Research Achievements

探索行動を通じた環境構造の潜在学習の効果は環境の知覚によって起動されるreactiveな過程ととらえられていたが、予測的な過程の存在を発見した点、運動を通して環境に能動的に働きかける探索行動と視覚情報のみに基づく探索行動の間に非対称的な転移があることを明らかにした点に学術的意義がある。また、定常的な環境を一人で探索する研究にほぼ限定されていた探索行動研究に対して、複数人で環境を改変しながら探索を行う災害救助場面を含む重要な現実場面での探索行動を実証的に研究するための実験系構築に寄与している点で社会的な意義がある。

Report

(6 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Comments on the Screening Results   Annual Research Report
  • Research Products

    (76 results)

All 2024 2023 2022 2021 2020 Other

All Int'l Joint Research (11 results) Journal Article (15 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 11 results,  Open Access: 4 results) Presentation (49 results) (of which Int'l Joint Research: 19 results,  Invited: 4 results) Remarks (1 results)

  • [Int'l Joint Research] カンザス州立大学/ハーバード大学(米国)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] 国立台湾大学(その他の国・地域)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] カンザス州立大学(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] ブリティッシュコロンビア大学(カナダ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] 国立台湾大学(その他の国・地域)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] 国立台湾大学(その他の国・地域)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] ブリティッシュコロンビア大学(カナダ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] カンザス州立大学(米国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 国立台湾大学(その他の国・地域)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] ブリティッシュコロンビア大学(カナダ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] カンザス州立大学(米国)

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Mean orientation discrimination based on proximal stimuli2024

    • Author(s)
      Takebayashi Hikari、Saiki Jun
    • Journal Title

      Attention, Perception, & Psychophysics

      Volume: in press Issue: 4 Pages: 1287-1302

    • DOI

      10.3758/s13414-024-02881-y

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decision uncertainty as a context for motor memory2024

    • Author(s)
      Kisho Ogasa, Atsushi Yokoi, Gouki Okazawa, Morimichi Nishigaki, Masaya Hirashima, Hagura Nobuhiro
    • Journal Title

      Nature Human Behavior

      Volume: in press

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Consciousness influences the enhancement of visual statistical learning in Zipfian distributions.2023

    • Author(s)
      Otsuka Sachio、Miura Yuki、Saiki Jun
    • Journal Title

      Journal of Experimental Psychology: Learning, Memory, and Cognition

      Volume: NA Issue: 6 Pages: 889-901

    • DOI

      10.1037/xlm0001275

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An investigation of the effectiveness of neurofeedback training on motor performance in healthy adults: A systematic review and meta-analysis2023

    • Author(s)
      Onagawa Ryoji、Muraoka Yoshihito、Hagura Nobuhiro、Takemi Mitsuaki
    • Journal Title

      NeuroImage

      Volume: 270 Pages: 120000-120000

    • DOI

      10.1016/j.neuroimage.2023.120000

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 運動コストに伴う意思決定が知覚に及ぼす影響2023

    • Author(s)
      羽倉信宏
    • Journal Title

      体育の科学

      Volume: 73 Pages: 322-327

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Intestelligence: A pharmacological neural network using intestine data2023

    • Author(s)
      Watanabe Yusuke、Ban Hiroshi、Hagura Nobuhiro、Ikegaya Yuji
    • Journal Title

      bioRxiv

      Volume: preprint

    • DOI

      10.1101/2023.04.15.537044

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Affordance in Mental Rotation: An Eye-tracking Study2023

    • Author(s)
      Yoshioka Tsuyoshi、Muto Hiroyuki、Saiki Jun
    • Journal Title

      OSF:Preprint

      Volume: Preprint

    • DOI

      10.31219/osf.io/vkctj

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Visual memory of a co-actor’s target during joint search.2023

    • Author(s)
      Sakata, C., Ueda, Y., Moriguchi, Y.
    • Journal Title

      Psychological Research

      Volume: 87 Issue: 7 Pages: 1-18

    • DOI

      10.1007/s00426-023-01819-7

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Does decision confidence reflect effort?2023

    • Author(s)
      Hagura N, Esmaily J, Bahrami B.
    • Journal Title

      PLoS ONE

      Volume: 18 Issue: 2 Pages: e0278617-e0278617

    • DOI

      10.1371/journal.pone.0278617

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Decision uncertainty as a context for motor memory2023

    • Author(s)
      Kisho Ogasa, Atsushi Yokoi, Gouki Okazawa, Morimichi Nishigaki, Masaya Hirashima, Hagura N
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2023.03.15.532761

    • Related Report
      2022 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] The contextual cueing effect disappears during joint search in preschool children.2022

    • Author(s)
      Sakata, C., Ueda, Y., Moriguchi, Y.
    • Journal Title

      Journal of Experimental Child Psychology

      Volume: 227 Pages: 105592-105592

    • DOI

      10.1016/j.jecp.2022.105592

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Restriction of orientation variability and spatial frequency on the perception of average orientation2022

    • Author(s)
      Takebayashi, H., Saiki, J.
    • Journal Title

      Perception

      Volume: 51 Issue: 7 Pages: 464-476

    • DOI

      10.1177/03010066221099356

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 環境との相互作用による人間の視覚認知機能の文化進化と多様性.2022

    • Author(s)
      上田祥行・大塚幸生・齋木潤
    • Journal Title

      心理学評論

      Volume: 65 Pages: 156-176

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A THREE-LEVEL APPROACH TO UNDERSTAND CULTURAL VARIABILITY AND THE EVOLUTION OF HUMAN ATTENTION2021

    • Author(s)
      UEDA Yoshiyuki、OTSUKA Sachio、SAIKI Jun
    • Journal Title

      PSYCHOLOGIA

      Volume: 63 Issue: 2 Pages: 96-115

    • DOI

      10.2117/psysoc.2021-B015

    • NAID

      130008159546

    • ISSN
      0033-2852, 1347-5916
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Learning of spatial configurations of a co-actor's attended objects in joint visual search2021

    • Author(s)
      Sakata Chifumi、Ueda Yoshiyuki、Moriguchi Yusuke
    • Journal Title

      Acta Psychologica

      Volume: 215 Pages: 103274-103274

    • DOI

      10.1016/j.actpsy.2021.103274

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 輝度がマルチクラス散布図の相関知覚に与える効果2024

    • Author(s)
      大前裕佳,齋木潤
    • Organizer
      日本視覚学会2024年冬季大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Spontaneous Emergence of the Joint Memory Effect in Visual Search2023

    • Author(s)
      Sakata, S., Ueda, Y., & Moriguchi, Y.
    • Organizer
      9th Joint Action Meeting
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Memorable Scenes Attract Attention in Visual Search2023

    • Author(s)
      Ueda, Y., Li, Q., & Kikuno, Y.
    • Organizer
      Vision Sciences Society 23rd Annual Meeting
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceptual span can explain stimulus-specific cultural differences in visual search2023

    • Author(s)
      Saiki, J
    • Organizer
      Vision Sciences Society 23rd Annual Meeting
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Decision uncertainty as a context for motor memory.2023

    • Author(s)
      Hagura, N
    • Organizer
      Karolinska Institute Cognitive Neuroscience Club
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アクティブサーチを支える運動記憶2023

    • Author(s)
      羽倉信宏
    • Organizer
      日本心理学会第87回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] シンポジウム「アクティブサーチ 環境を変える探索を支えるメカニズム」企画趣旨2023

    • Author(s)
      齋木潤
    • Organizer
      日本心理学会第87回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] マルチクラス散布図における相関の知覚2023

    • Author(s)
      大前裕佳,齋木潤
    • Organizer
      日本認知心理学会第21回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] マルチクラス散布図における相関の知覚になぜバイアスが生じるのか?2023

    • Author(s)
      大前裕佳,齋木潤
    • Organizer
      日本基礎心理学会第42回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 価値調整型注意における自己処理バイアスは低自尊者にのみ一貫する2023

    • Author(s)
      山﨑好純, 齋木潤
    • Organizer
      日本基礎心理学会第42回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 価値調整型注意における自己関連性効果2023

    • Author(s)
      山﨑好純, 齋木潤
    • Organizer
      第46回関西若手実験心理学研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Do Children Form an Integrated Memory of Objects During a Joint Search with a Partner?2023

    • Author(s)
      Sakata, C., Ueda, Y., & Moriguchi, Y.
    • Organizer
      Budapest CEU Conference on Cognitive Development, Budapest
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How do cultural artifacts shape visual attention? A computational model analysis of cultural variability in visual search2023

    • Author(s)
      Saiki, J., & Ueda, Y.
    • Organizer
      the Out of Eurasia Hawai'i conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 視覚探索における潜在的メタコンテキストの学習2023

    • Author(s)
      水野純平・上田祥行・de Brecht M.・羽倉信宏・齋木潤
    • Organizer
      第21回注意と認知研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 顕著性モデルによる探索非対称性の文化差の検討2023

    • Author(s)
      上田祥行
    • Organizer
      第21回注意と認知研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Can a saliency model using feature sets derived cityscapes predict cultural differences in visual search asymmetry?2022

    • Author(s)
      Ueda, Y., & Kato, S.
    • Organizer
      Vision Sciences Society 22nd Annual Meeting,
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The presence of avatars provides benefits for rotating object recognition2022

    • Author(s)
      Sakata, C., Ueda, Y., & Moriguchi, Y.
    • Organizer
      Vision Sciences Society 22nd Annual Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The effect of contextual-cueing induced attentional guidance on context-free trials2022

    • Author(s)
      Mizuno, J., Ueda, Y., Hagura, N., de Brecht, M., & Saiki, J.
    • Organizer
      Vision Sciences Society 22nd Annual Meeting
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 文脈非依存に誘発される注意誘導メカニズムの検討2022

    • Author(s)
      水野純平・上田祥行・De Brecht Matthew・羽倉信宏・齋木潤
    • Organizer
      日本基礎心理学会第41回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Similar incidental memories between two actors who search different target in parallel2022

    • Author(s)
      Sakata, C., Ueda, Y., & Moriguchi, M
    • Organizer
      日本認知心理学会第20回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] ターゲットの低出現頻度効果の年齢差と介入効果の検討2022

    • Author(s)
      上田祥行・石井龍生・阿部修士・音無知展・勝野宏史・吉政知広・浅田稔・稲谷龍彦
    • Organizer
      日本認知心理学会第20回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 幼児の共同探索における空間的な規則性の学習の消失2022

    • Author(s)
      坂田千文・上田祥行・森口佑介
    • Organizer
      日本心理学会第86回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Bidirectional interaction between action and perception2022

    • Author(s)
      羽倉信宏
    • Organizer
      京都大学ヒト行動進化研究センター研究会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] 記憶された文脈情報が文脈提示のない課題時の注意機能に与える影響2022

    • Author(s)
      水野純平・上田祥行・de Brecht M.・羽倉信宏・齋木潤
    • Organizer
      第16回日本作業療法研究学会学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 自己に関する予測的な連合学習が注意捕捉に及ぼす影響 -心理特性との交互作用の観点から-2022

    • Author(s)
      山﨑好純・齋木潤
    • Organizer
      第48回関西若手実験心理学研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 自己連合刺激は他者連合刺激より注意捕捉を促進するか2022

    • Author(s)
      山﨑好純・齋木潤
    • Organizer
      心の科学ユニット「こころの科学研究者大交流会」
    • Related Report
      2021 Annual Research Report
  • [Presentation] 自己・他者関連性の連合学習が注意捕捉に及ぼす影響について2022

    • Author(s)
      山﨑好純・齋木潤
    • Organizer
      日本認知心理学会第19回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Search asymmetry revisited: Search for target with more features than distractors is not necessarily more efficient.2021

    • Author(s)
      Tsai, C.-C., Chien, S.-E., Ueda, Y., Saiki, J., & Yeh, S.-L.
    • Organizer
      Vision Sciences Society 21st Annual Meeting.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Attention Prioritization for a Friend’s Target During Joint Visual Search.2021

    • Author(s)
      Sakata, C., Ueda, Y., & Moriguchi, Y.
    • Organizer
      Vision Sciences Society 21st Annual Meeting.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 視覚探索における文脈情報が文脈提示のない課題に及ぼす影響2021

    • Author(s)
      水野純平・上田祥行・羽倉信宏・de Brecht, M.・齋木潤
    • Organizer
      日本基礎心理学会第40回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 共同視覚探索における幼児の視空間情報の学習2021

    • Author(s)
      坂田千文・上田祥行・森口祐介
    • Organizer
      日本心理学会第85回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 後部頭頂皮質において、運動誤差は効率的に符号化される2021

    • Author(s)
      羽倉 信宏、池谷裕二、平島雅也
    • Organizer
      第15回モータ―コントロール研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ヒト運動制御系における遅延への適応様式:位相遅れ獲得仮説2021

    • Author(s)
      平島 雅也、羽倉信宏
    • Organizer
      第15回モータ―コントロール研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 運動に含まれる外界の知覚2021

    • Author(s)
      羽倉信宏
    • Organizer
      応用脳科学アカデミー
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Decision uncertainty as a context for motor memory.2021

    • Author(s)
      Ogasa K, Yokoi A, Okazawa G, Hirashima M, Hagura N.
    • Organizer
      MLMC: Advances in Motor Learning & Motor control.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The role of high-order statistics in evoking perceptual priming effect on rapid scene categorization.2021

    • Author(s)
      Yu, Y., & Saiki, J.
    • Organizer
      The Annual Meeting of Vision Sciences Society.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Averaging performances of orientations decrease in proportion to depth increase.2021

    • Author(s)
      Hikari Takebayashi & Jun Saiki
    • Organizer
      The Annual Meeting of Vision Sciences Society.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 方位の平均化と視距離の関係.2021

    • Author(s)
      竹林ひかり・齋木潤
    • Organizer
      日本心理学会第85回大会.
    • Related Report
      2021 Annual Research Report
  • [Presentation] 奥行き知覚下の方位の平均化.2021

    • Author(s)
      竹林ひかり・齋木潤.
    • Organizer
      第46回関西若手実験心理学研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] アクティブサーチ:探索行動による認知システムの変容2021

    • Author(s)
      齋木 潤
    • Organizer
      日本認知科学会P&P研究会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 視覚探索の個人差を決める要因2021

    • Author(s)
      上田祥行・齋木潤
    • Organizer
      日本認知心理学会第18回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Experience and Environmental Matters in Human Visual Cognition2021

    • Author(s)
      Ueda, Y.
    • Organizer
      The 4th NTU-Tohoku Symposium on Interdisciplinary AI and Human Studies
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 並行行為場面における他者のターゲット位置の学習に関する検討2020

    • Author(s)
      坂田千文・上田祥行・森口祐介
    • Organizer
      日本心理学会第84回大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Perceptual adaptation to visuomotor error disrupts motor adaptation.2020

    • Author(s)
      Hagura N, Ikegaya Y, Hirashima M.
    • Organizer
      日本神経科学大会2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Perceptual Decision in Motor control.2020

    • Author(s)
      Hagura N.
    • Organizer
      International Symposium:The Role of Pain in Bodily Defense and Autonomy
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semantic Priming under Visual Crowding: Comparison between Japanese Kanji and Chinese Characters.2020

    • Author(s)
      Yu, Y., Tsai, Y., Chien, S., Ueda, Y., Yeh S., & Saiki, J.
    • Organizer
      2020 Annual Meeting of the Korean Society for Cognitive and Biological Psychology,
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual long-term memory for image style.2020

    • Author(s)
      Yu, Y., Takeda, Y., Tsuda, H., & Saiki, J.
    • Organizer
      The Annual Meeting of Vision Sciences Society.
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Orientation variance and spatial frequency modulate ensemble perception of orientation.2020

    • Author(s)
      Hikari Takebayashi & Jun Saiki
    • Organizer
      Vision Sciences Society Meeting.
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 傾きの要約統計情報の知覚における群化の影響.2020

    • Author(s)
      竹林ひかり・齋木潤
    • Organizer
      日本心理学会第84回大会
    • Related Report
      2020 Annual Research Report
  • [Remarks] 齋木研究室ホームページ

    • URL

      http://www.cv.jinkan.kyoto-u.ac.jp/site/

    • Related Report
      2023 Annual Research Report 2022 Annual Research Report 2021 Annual Research Report 2020 Annual Research Report

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Published: 2020-04-28   Modified: 2025-01-30  

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