Nishimoto Shinji

ニシモトシンジ | Nishimoto Shinji

Affiliation and department：
Job title： Professor
Other affiliations (2)：

Osaka University Graduate School of Medicine
National Institute of Information and Communications Technology Center for Information and Neural Networks (CiNet) Research Manager

Homepage URL (2)： https://nishimotolab.org , https://www.fbs.osaka-u.ac.jp/en/research_group/detail/25

Research field (3)： Perceptual information processing , Neuroscience - general , Cognitive sciences

Research keywords (16)： Personal Brainomics , semantic space , predictive model , encoding / decoding , space-time receptive field , energy model , feature space , Cerebral Cortex , Cognitive Neurosciences , attention , Computational Neuroscience , fMRI , Electrophysiology , Vision , Neurophysiology , Neuroscience

Research theme for competitive and other funds (16)：

2023 - 2028 Explorations into the Neurocognitive Basis of Symbolic Processing: Focusing on the Mediation System between Form and Meaning of Human Language
2021 - 2024 Parallel processing strategy in mid-tier visual areas in primates
2018 - 2023 時の流れの神経基盤
2019 - 2023 香りの機能拡張によるヒューメインな社会の実現
2018 - 2023 (Neural representation and interaction)

Show all

Papers (50)：

Naoko Koide-Majima, Shinji Nishimoto, Kei Majima. Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation. Neural Networks. 2024. 170. 349-363
Yu Takagi, Shinji Nishimoto. High-resolution image reconstruction with latent diffusion models from human brain activity. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023. 14453-14463
Tomoya Nakai, Shinji Nishimoto. Artificial neural network modelling of the neural population code underlying mathematical operations. NeuroImage. 2023. 270. 119980-119980
Tomoya Nakai, Shinji Nishimoto. Quantitative modelling demonstrates format-invariant representations of mathematical problems in the brain. The European Journal of Neuroscience. 2023
Yukiko Matsumoto, Satoshi Nishida, Ryusuke Hayashi, Shuraku Son, Akio Murakami, Naganobu Yoshikawa, Hiroyoshi Ito, Naoya Oishi, Naoki Masuda, Toshiya Murai, et al. Disorganization of Semantic Brain Networks in Schizophrenia Revealed by fMRI. Schizophrenia Bulletin. 2022

ｍore...

MISC (17)：

栁澤琢史, 福間良平, 西本伸志, 菅野秀宣, 田村健太郎, 飯村康司, 山本祥太, 押野悟, 谷直樹, 神谷之康, et al. 想起型Brain-Computer Interfaceの開発-Development of imagery-based Brain-Computer Interface-第61回日本定位・機能神経外科学会優秀演題論文. 機能的脳神経外科 : 日本定位・機能神経外科学会機関誌 = Functional neurosurgery : official journal of the Japan Society for Stereotactic and Functional Neurosurgery / 日本定位・機能神経外科学会事務局編. 2022. 61. 35-41
Satoshi Nishida, Yukiko Matsumoto, Naganobu Yoshikawa, Shuraku Son, Akio Murakami, Ryusuke Hayashi, Shinji Nishimoto, Hidehiko Takahashi. Reduced intra- and inter-individual diversity of semantic representations in the brains of schizophrenia patients. 2020
柳澤琢史, 柳澤琢史, 柳澤琢史, 福間良平, 福間良平, 西本伸志, 菅野秀宣, 田村健太郎, 飯村康司, 山本祥太, et al. Exploration of neural representation from epilepsy surgery. 日本てんかん外科学会プログラム・抄録集. 2020. 44th
柳澤琢史, 柳澤琢史, 柳澤琢史, 福間良平, 福間良平, 西本伸志, 菅野秀宣, 田村健太郎, 飯村康司, 山本祥太, et al. 皮質脳波による視覚的意味内容のデコーディング. 日本ヒト脳機能マッピング学会プログラム・抄録集. 2020. 22nd
Nishida S, Nakano Y, Blanc, A, Maeda N, Kado M, Nishimoto S. Brain-mediated Transfer Learning of Convolutional Neural Networks. arXiv. 2019. 1905.10037

ｍore...

Patents (10)：

想起画像推定装置、想起画像推定方法、制御プログラム、記録媒体
情報検索方法、情報検索装置、コンピュータプログラム
推定システム、及び推定方法
脳活動予測装置、知覚認知内容推定システム、及び脳活動予測方法
通过脑活动的解析推测感知语义内容的推测方法

ｍore...

Books (1)：

Visual Population Codes
The MIT Press 2011 ISBN:9780262016247

Lectures and oral presentations (16)：

あすを創るニューロサイエンス想起型Brain-Computer Interfaceの開発
(日本定位・機能神経外科学会プログラム・抄録集 2022)
Encoding and decoding of brain activity: concepts, potential applications, and challenges
(Tech Summit at Singapore 2019)
Modeling internal representations in the brain
(8th International Max Planck Research School on Neuroscience of Communication 2018)
Linking neuroscience and machine learning via latent features of natural stimuli
(Gatsby-Kakenhi Joint Workshop at University College London 2017)
Modeling and decoding of brain activity during natural vision
(ABC Colloquium at University of Amsterdam 2016)

ｍore...

Works (6)：

Extracellular recordings from area MT of awake macaques in response to naturalistic movies. CRCNS.org
Nishimoto S, Gallant JL 2018 -
motion_energy_matlab
Nishimoto S, Lescroart M 2017 -
Gallant Lab Natural Movie 4T fMRI Data
Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL 2014 -
pycortex: A brain viewer on category representation; attentional modulation
Gao J, Cukur T, Nishimoto S, Huth AG, Gallant JL 2013 -
pycortex: A brain viewer on category representation
Gao J, Huth AG, Nishimoto S, Vu AT, Gallant JL 2012 -

ｍore...

Education (3)：

2002 - 2005 Osaka University Graduate School of Engineering Science
2000 - 2002 Osaka University Graduate Schoolf of Engineering Science Biophysical Engineering
1997 - 2000 Osaka University School of Engineering Science Biophysical Engineering

Professional career (2)：

博士(理学)
修士(工学)

Work history (8)：

2021 - 現在 (adjunct) National Institute of Information and Communications Technology Center for Information and Neural Networks (CiNet) Guest Researcher
2021 - 現在 Osaka University Graduate School of Frontier Biosciences Professor
2015 - 現在 (adjunct) Osaka University Graduate School of Medicine Guest Professor
2013 - 2021 (adjunct) Osaka University Graduate School of Frontier Biosciences Guest Associate Professor
2013 - 2021 National Institute of Information and Communications Technology Center for Information and Neural Networks Senior Researcher

Show all

Awards (10)：

2023 - Osaka University Distinguished Professor
2023 - JSPS JSPS Prize
2021 - Algonauts Challenge 2021 3rd place winner
2020 - 人工知能学会全国大会優秀賞
2018 - Japanese Neural Network Society (Excellent Research Prize)

Show all

Association Membership(s) (4)：

THE JAPAN NEUROSCIENCE SOCIETY , Society for Neuroscience , The Japanese Society for Artificial Intelligence , Japanese Neural Network Society

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page