News
ALL →JNNS 2026 Academic Award and Paper Award
2026-07-30
award
bioRxiv
"Reconstruction of cue-invariant 3D appearances from brain activity" preprint posted on bioRxiv
2026-06-08
preprint
日本理論心理学会第72回大会で講演
2026-05-27
talk
Research
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読む・書く・伝える:研究の実践ガイド
研究倫理から論文の読み方・書き方、発表、公表まで
脳とAIをつなぐ数理
表現・学習・生成 ── 脳と人工ニューラルネットに共通する数理
統計入門 数理サプリメント
統計入門講義の数理サプリメント
Selected Publications
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Moving intentions from brains to machines
Trends in Cognitive Sciences
Spurious reconstruction from brain activity
Neural Networks, 190, 107515
Visual Image Reconstruction from Brain Activity via Latent Representation
Annual Review of Vision Science, 11, 611–636
Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation
PLOS Biology, 23, e3003293
Inter-individual and inter-site neural code conversion without shared stimuli
Nature Computational Science, 5, 534–546
Reconstructing visual illusory experiences from human brain activity
Science Advances, 9, eadj3906
Deep image reconstruction from human brain activity
PLoS Computational Biology, 15, e1006633
Neural decoding of visual imagery during sleep
Science, 340, 639–642
Visual image reconstruction from human brain activity using a combination of multiscale local image decoders
Neuron, 60, 915–929
Decoding the visual and subjective contents of the human brain
Nature Neuroscience, 8, 679–685
Featured Videos
Deep image reconstruction from human brain activity
Attention modulates neural representation to render reconstructions according to subjective appearance
Reconstructing visual illusory experiences from human brain activity
Natural sounds can be reconstructed from human neuroimaging data
Reconstruction of cue-invariant 3D appearances from brain activity (random dot stereograms)