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Yu Takagi
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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
2902023
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
1012018
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
792017
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
42*2022
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
212023
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
20*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
152019
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
142023
Intergenerational transmission of the patterns of functional and structural brain networks
Y Takagi, N Okada, S Ando, N Yahata, K Morita, D Koshiyama, ...
iScience 24 (7), 102708, 2021
102021
Llm-jp: A cross-organizational project for the research and development of fully open japanese llms
A Aizawa, E Aramaki, B Chen, F Cheng, H Deguchi, R Enomoto, K Fujii, ...
arXiv preprint arXiv:2407.03963, 2024
22024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
Y Nakagi, T Matsuyama, N Koide-Majima, H Yamaguchi, R Kubo, ...
EMNLP 2024: Conference on Empirical Methods in Natural Language Processing, 2024
22024
Decoding models: From brain representation to machine interfaces
Y Takagi, S Nishimoto
Computational and Network Modeling of Neuroimaging Data, 287-307, 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
NeurIPS 2020: Advances in Neural Information Processing Systems 33, 2020
2020
Projections of non-invasive human recordings into state space show unfolding of spontaneous and over-trained choice
MC Klein-Flügge, B Tej, Y Takagi, MW Woolrich, LT Hunt
(No Title), 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
Model abstraction for model-based reinforcement learning in the human orbitofrontal cortex
W Yoshida, SC Tanaka, Y Takagi
2019 Conference on Cognitive Computational Neuroscience, 2019
2019
Neural Substrates of Individual Differences from Whole-brain Functional Connectivity
Y Takagi
Nara Institute of Science and Technology, 2018
2018
Neural Substrate of OCD and Possible Clinical Application of Neurofeedback to its Treatment
Y SAKAI, YU TAKAGI, S TANAKA
精神神経学雑誌 119 (5), 323-331, 2017
2017
A neuromarker of anxiety from whole-brain functional connectivity.
Y Takagi, Y Sakai, SC Tanaka
IEICE Technical Report; IEICE Tech. Rep. 116 (120), 159-164, 2016
2016
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Articles 1–20