Rchr
J-GLOBAL ID：202201013690926984   Update date: Oct. 12, 2024

Takagi Yu

タカギ ユウ | Takagi Yu
Affiliation and department：
National Institute of Informatics Research and Development Center for Large Language Models

About National Institute of Informatics Research and Development Center for Large Language Models


Homepage URL  (1)： https://yu-takagi.github.io/
Research field  (6)： Intelligent informatics ,  Statistical science ,  Cognitive neuroscience ,  Sensitivity (kansei) informatics ,  Neuroscience - general ,  Perceptual information processing
Research keywords  (4)： Large Language Models ,  Systems Neuroscience ,  Machine Learning ,  Cognitive Science
Research theme for competitive and other funds  (6)：
  • 2024 - 2027 高次意思決定AIを用いた意思決定の神経基盤解明
  • 2024 - 2027 エキスパートが認知する世界の可視化と再構成:ドライビングを題材として
  • 2023 - 2027 大規模言語モデルとヒト脳の相互理解と新 たなインタラクション創出
  • 2021 - 2023 踊りに関するヒトの情報処理の包括的解明
  • 2015 - 2018 神経経済モデルとDecNef法を用いた衝動性の神経基盤解明
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Papers (9)：
  • Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models. Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). 2024
  • Yu Takagi, Shinji Nishimoto. High-resolution image reconstruction with latent diffusion models from human brain activity. The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023). 2023. 14453-14463
  • Miriam C Klein-Flügge, Daria E A Jensen, Yu Takagi, Luke Priestley, Lennart Verhagen, Stephen M Smith, Matthew F S Rushworth. Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans. Nature human behaviour. 2022
  • Yu Takagi, Naohiro Okada, Shuntaro Ando, Noriaki Yahata, Kentaro Morita, Daisuke Koshiyama, Shintaro Kawakami, Kingo Sawada, Shinsuke Koike, Kaori Endo, et al. Intergenerational transmission of the patterns of functional and structural brain networks. iScience. 2021. 24. 7. 102708-102708
  • Yu Takagi, Laurence Tudor Hunt, Mark W Woolrich, Timothy Ej Behrens, Miriam C Klein-Flügge. Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice. eLife. 2021. 10
ｍore...
MISC (2)：
  • Timo I. Denk, Yu Takagi, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto. Brain2Music: Reconstructing Music from Human Brain Activity. 2023
  • Yu Takagi, Laurence T. Hunt, Ryu Ohata, Hiroshi Imamizu, Jun-ichiro Hirayama. Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments. 2021
Education (3)：
  • 2015 - 2018 Nara Institute of Science and Technology Graduate Schoold of Information Science
  • 2013 - 2015 Nara Institute of Science and Technology Graduate School of Information Science
  • 2007 - 2011 Hitotsubashi University Faculty of Economics
Professional career (2)：
  • Ph.D in Science
  • MSc
Work history (7)：
  • 2024/04 - 現在 National Institute of Informatics Research and Development Center for Large Language Models Project Associate Professor
  • 2023/10 - 現在 Japan Science and Technology Agency
  • 2021/06 - 2024/03 Osaka University Graduate School of Frontier Biosciences Assistant Professor
  • 2020/06 - 2021/05 The University of Tokyo Graduate School of Humanities and Sociology Specially Appointed Reseacher
  • 2020/10 - 2021/03 Japan Society for the Promotion of Science Overseas Research Fellowships (Stanford University, under COVID-19 special measures)
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※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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