Yu Takagi

Yu Takagi

University of Oxford

H-index: 7

Europe-United Kingdom

About Yu Takagi

Yu Takagi, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of system neuroscience, machine learning, computational cognitive neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models

Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs

High-resolution image reconstruction with latent diffusion models from human brain activity

Brain2Music: Reconstructing Music from Human Brain Activity

Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans

Intergenerational transmission of the patterns of functional and structural brain networks

Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments

Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice

Yu Takagi Information

University

Position

University of Tokyo

Citations(all)

312

Citations(since 2020)

297

Cited By

77

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

University of Oxford

Google Scholar

View Google Scholar Profile

Yu Takagi Skills & Research Interests

system neuroscience

machine learning

computational cognitive neuroscience

Top articles of Yu Takagi

Title

Journal

Author(s)

Publication Date

The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models

bioRxiv

Yuko Nakagi

Takuya Matsuyama

Naoko Koide-Majima

Hiroto Yamaguchi

Rieko Kubo

...

2024

Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs

arXiv preprint arXiv:2306.11536

Yu Takagi

Shinji Nishimoto

2023/6/20

High-resolution image reconstruction with latent diffusion models from human brain activity

CVPR 2023: IEEE Conference on Computer Vision and Pattern Recognition

Yu Takagi

Shinji Nishimoto

2023/6

Brain2Music: Reconstructing Music from Human Brain Activity

arXiv preprint arXiv:2307.11078

Timo I Denk

Yu Takagi

Takuya Matsuyama

Andrea Agostinelli

Tomoya Nakai

...

2023/7/20

Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans

Nature human behaviour

Miriam C Klein-Flügge

Daria EA Jensen

Yu Takagi

Luke Priestley

Lennart Verhagen

...

2022/12

Intergenerational transmission of the patterns of functional and structural brain networks

iScience

Yu Takagi

Naohiro Okada

Shuntaro Ando

Noriaki Yahata

Kentaro Morita

...

2021/5

Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments

arXiv preprint arXiv:2106.02948

Yu Takagi

Laurence T Hunt

Ryu Ohata

Hiroshi Imamizu

Jun-ichiro Hirayama

2021/6/5

Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice

Elife

Yu Takagi

Laurence Tudor Hunt

Mark W Woolrich

Timothy EJ Behrens

Miriam C Klein-Flügge

2021/5/11

Demixed shared component analysis of neural population data from multiple brain areas

Advances in Neural Information Processing Systems (NeurIPS)

Yu Takagi

Steven W Kennerley

Jun-ichiro Hirayama

Laurence T Hunt

2020/6/18

See List of Professors in Yu Takagi University(University of Oxford)

Co-Authors

H-index: 153
Stephen M. Smith

Stephen M. Smith

University of Oxford

H-index: 118
Tim Behrens

Tim Behrens

University of Oxford

H-index: 113
Matthew Rushworth

Matthew Rushworth

University of Oxford

H-index: 79
Mark Woolrich

Mark Woolrich

University of Oxford

H-index: 34
Lennart Verhagen

Lennart Verhagen

Radboud Universiteit

H-index: 24
Laurence Hunt

Laurence Hunt

University of Oxford

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