Achievements

Publication lists

  1. Horikawa T & Kamitani Y,  Attention modulates neural representation to render reconstructions according to subjective appearance, Communications Biology volume 5, Article number: 34 (2022)

  2. Fukuma R, Yanagisawa T, Nishimoto S, Sugano H & Tamura K, Voluntary control 1 of semantic neural representations by imagery with conflicting visual stimulation, Communications biology, (2022) 5:214 | https://doi.org/10.1038/s42003-022-03137-x | www.nature.com/commsbio.
    EurekAlert!
    https://www.eurekalert.org/news-releases/946583
    AlphaGalileo
    https://www.alphagalileo.org/Item-Display/ItemId/218862
    Using intracranial EEG, we have developed BCI, which presents some images of an imagined meaning on the screen. In addition, we have confirmed that when humans control images by their imagery while looking at a screen, brain activity corresponding to the imagined meaning is observed. This technology will be applied for reconstruction of communication function of severely paralyzed patients and novel information technology to search information based on imagery.

    我々の研究が日刊工業新聞2022/6/29版のトップニュースとして掲載されました。
    日刊工業新聞 電子版 (nikkan.co.jp)

  3. Fukuma R, Yanagisawa T, Nishimoto S, Sugano H & Tamura K, Voluntary control 1 of semantic neural representations by imagery with conflicting visual stimulation, Communications biology, (2022) 5:214 | https://doi.org/10.1038/s42003-022-03137-x | www.nature.com/commsbio.
    頭蓋内脳波を使い、ヒトが想像した意味の画像を画面に提示するBCIを開発しました。また、ヒトが画面を見ながら想像で画像を制御する際に、想像した意味に対応する脳活動が見られることを確認しました。この技術は、重度麻痺患者の意思伝達に医療応用が期待されます。また、想像によって情報検索する新しい情報技術としての応用も期待されます。

  4. Tanaka M, Yanagisawa T, Fukuma R, Tani N, Oshino S, Mihara M, Hattori N, Kajiyama Y, Hashimoto R6, Ikeda M, Mochizuki H & Kishima H, Magnetoencephalography detects phase‑amplitude coupling in Parkinson’s disease, Scientific Reports,  (2022) 12:1835 , 10.1038/s41598-022-05901-9.
    https://www.nature.com/scientificreports

  5. Yamamoto S, Yanagisawa T, Fukuma R, Oshino S, Tani N, Khoo HM, Edakawa K, Kobayashi M, Tanaka M, Fujita Y, Kishima H. Data-driven electrophysiological feature based on deep learning to detect epileptic seizures, Journal of Neural Engineering, 2021 Sep 3. doi: 10.1088/1741-2552/ac23bf. Online ahead of print

  6. Aoe J, Fukuma R, Yanagisawa T, Harada T, Tanaka M, Kobayashi M, Inoue Y, Yamamoto S, Ohnishi Y, Kishima H
    Automatic diagnosis of neurological diseases using MEG signals with a deep neural network.
    Scientific reports, Vol.9 No1 5057, 10.1038/s41598-019-41500-x, 2019.3

  7. Suyi Zhang, Wako Yoshida, Hiroaki Mano, Takufumi Yanagisawa, Flavia Mancini, Kazuhisa Shibata, Mitsuo Kawato, Ben Seymour
    Pain Control by Co-adaptive Learning in a Brain-Machine Interface.
    Current biology, Vol.30 No20 3935-3944, 10.1016/j.cub.2020.07.066, 2020.10

  8. Tomoyasu Horikawa, Alan S Cowen, Dacher Keltner, Yukiyasu Kamitani,
    The Neural Representation of Visually Evoked Emotion Is High-Dimensional, Categorical, and Distributed across Transmodal Brain Regions.
    iScience, Vol.23 No.5, 10.1016/j.isci.2020.101060, 2020.5

  9. Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani.
    Deep image reconstruction from human brain activity.
    PLoS computational biology, Vol15 No1, 10.1371/journal.pcbi.1006633, 2019.1

  10. FGuohua Shen, Kshitij Dwivedi, Kei Majima, Tomoyasu Horikawa, Yukiyasu Kamitani.
    End-to-End Deep Image Reconstruction From Human Brain Activity.
    Frontiers in computational neuroscience,Vol13 No21,10.3389/fncom.2019.00021,2019

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