Yu Takagi

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Saori C. TanakaDivision of Information Science, NAIST / ATRVerified email at atr.jp
Shinji NishimotoOsaka University Graduate School of Frontier BiosciencesVerified email at fbs.osaka-u.ac.jp
Miriam Klein-FluggeAssociate Professor, Departments of Psychiatry and Experimental Psychology, Oxford UniversityVerified email at psy.ox.ac.uk
Laurence HuntAssociate Professor, University of OxfordVerified email at psych.ox.ac.uk
Ben HarrisonThe University of MelbourneVerified email at unimelb.edu.au
Carles Soriano-Mas (ORCID:0000-00...Dep. of Social and Quantitative Psychology, University of Barcelona, and IDIBELLVerified email at ub.edu
Giuseppe LisiFormer Computational Neuroscience Labs, ATR, Kyoto, JapanVerified email at atr.jp
Jun MorimotoKyoto University & ATR Computational Neuroscience LabsVerified email at atr.jp
Mitsuo KawatoATRVerified email at atr.jp
Matthew RushworthUniversity of OxfordVerified email at psy.ox.ac.uk
Stephen M. SmithWIN (FMRIB), Oxford UniversityVerified email at fmrib.ox.ac.uk
Lennart VerhagenAssistant Professor, Donders Institute, Radboud UniversityVerified email at donders.ru.nl
Daria EA JensenUniversity Medical Center Leipzig & Max Planck Institute for Cognitive and Brain Sciences, GermanyVerified email at cbs.mpg.de
Mark WoolrichHead of Analysis, OHBA, University of OxfordVerified email at ohba.ox.ac.uk
Tim BehrensProfessor of Computational Neuroscience, University of Oxford. Honorary Prof, UCLVerified email at fmrib.ox.ac.uk
Luke PriestleyUniversity of OxfordVerified email at psy.ox.ac.uk
Syudo YamasakiResearch Center for Social Science & Medicine, Tokyo Metropolitan Institute of Medical ScienceVerified email at igakuken.or.jp
Daisuke KoshiyamaVerified email at umin.ac.jp
Shinsuke KoikeThe University of TokyoVerified email at g.ecc.u-tokyo.ac.jp
Atsushi NishidaTokyo Metropolitan Institute of Medical ScienceVerified email at igakuken.or.jp

Yu Takagi

National Institute of Informatics

Verified email at nii.ac.jp - Homepage

machine learning natural language processing systems neuroscience


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
High-resolution image reconstruction with latent diffusion models from human brain activity Y Takagi, S Nishimoto CVPR 2023: IEEE Conference on Computer Vision and Pattern Recognition, 2023	129*	2023
A common brain network among state, trait, and pathological anxiety from whole-brain functional connectivity Y Takagi, Y Sakai, Y Abe, S Nishida, BJ Harrison, I Martínez-Zalacaín, ... Neuroimage 172, 506-516, 2018	81	2018
A neural marker of obsessive-compulsive disorder from whole-brain functional connectivity Y Takagi, Y Sakai, G Lisi, N Yahata, Y Abe, S Nishida, T Nakamae, ... Scientific reports 7 (1), 7538, 2017	70	2017
Relationship between nuclei-specific amygdala connectivity and mental health dimensions in humans MC Klein-Flügge, DEA Jensen, Y Takagi, L Priestley, L Verhagen, ... Nature human behaviour 6 (12), 1705-1722, 2022	28*	2022
Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice Y Takagi, LT Hunt, MW Woolrich, TEJ Behrens, MC Klein-Flügge Elife 10, e60988, 2021	18*	2021
State-unspecific patterns of whole-brain functional connectivity from resting and multiple task states predict stable individual traits Y Takagi, J Hirayama, SC Tanaka NeuroImage 201, 116036, 2019	15	2019
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs Y Takagi, S Nishimoto arXiv preprint arXiv:2306.11536, 2023	12	2023
Intergenerational transmission of the patterns of functional and structural brain networks Y Takagi, N Okada, S Ando, N Yahata, K Morita, D Koshiyama, ... iScience, 2021	8	2021
Brain2Music: Reconstructing Music from Human Brain Activity TI Denk, Y Takagi, T Matsuyama, A Agostinelli, T Nakai, C Frank, ... arXiv preprint arXiv:2307.11078, 2023	4	2023
The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models Y Nakagi, T Matsuyama, N Koide-Majima, H Yamaguchi, R Kubo, ... bioRxiv, 2024.02. 06.579077, 2024		2024
Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments Y Takagi, LT Hunt, R Ohata, H Imamizu, J Hirayama arXiv preprint arXiv:2106.02948, 2021		2021
Demixed shared component analysis of neural population data from multiple brain areas Y Takagi, SW Kennerley, J Hirayama, LT Hunt Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020		2020
Model abstraction for model-based reinforcement learning in the human orbitofrontal cortex Y Takagi, W Yoshid, SC Tanaka Conference on Cognitive Computational Neuroscience 2019 (CCN 2019), 2019		2019
Neural Substrates of Individual Differences from Whole-brain Functional Connectivity Y Takagi Nara Institute of Science and Technology, 2018		2018

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