顔写真

PHOTO

Nishimoto Shinji
西本　伸志
Nishimoto Shinji
西本　伸志
Graduate School of Frontier Biosciences　Department of Frontier Biosciences, Professor

keyword 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 History 8

  1. 2021 - Present
    Osaka University　Graduate School of Frontier Biosciences　Professor

  2. 2013 - 2021
    National Institute of Information and Communications Technology　Center for Information and Neural Networks　Senior Researcher

  3. 2010 - 2013
    University of California, Berkeley　Helen Wills Neuroscience Institute　Associate Specialist

  4. 2005 - 2010
    University of California, Berkeley　Helen Wills Neuroscience Institute　Postdoctoral Fellow

  5. 2021 - Present
    (adjunct) National Institute of Information and Communications Technology　Center for Information and Neural Networks (CiNet)　Guest Researcher

  6. 2015 - Present
    (adjunct) Osaka University　Graduate School of Medicine　Guest Professor

  7. 2013 - 2021
    (adjunct) Osaka University　Graduate School of Frontier Biosciences　Guest Associate Professor

  8. 2005 - 2005
    Osaka University　Graduate School of Frontier Biosciences　Postdoctoral Fellow

Education 3

  1. Osaka University　Graduate School of Engineering Science

    2002 - 2005

  2. Osaka University　Graduate Schoolf of Engineering Science　Biophysical Engineering

    2000 - 2002

  3. Osaka University　School of Engineering Science　Biophysical Engineering

    1997 - 2000

Professional Memberships 4

  1. The Japanese Society for Artificial Intelligence

  2. Japanese Neural Network Society

  3. THE JAPAN NEUROSCIENCE SOCIETY

  4. Society for Neuroscience

Research Areas 3

  1. Informatics / Perceptual information processing /

  2. Life sciences / Neuroscience - general /

  3. Humanities & social sciences / Cognitive sciences /

Awards 10

  1. Distinguished Professor

    Osaka University　2023

  2. JSPS Prize

    Shinji Nishimoto　JSPS　2023

  3. Algonauts Challenge 2021 3rd place winner

    Shinji Nishimoto　2021

  4. 全国大会優秀賞

    西田 知史, 中野 裕介, Blanc Antoine, 前田 直哉, 角 将高, 西本 伸志　人工知能学会　2020

  5. (Excellent Research Prize)

    Japanese Neural Network Society　2018

  6. The Ichimura Prize in Science for Distinguished Achievement

    Shinji Nishimoto　The New Technology Development Foundation　2017

  7. Distinguished Achievement Prize

    Shinji Nishimoto　National Institute of Information and Communications Technology　2016

  8. Distinguished Movie Contents Prize

    Shinji Nishimoto　The Institute of Image Information and Television Engineers　2015

  9. NETEXPLO 100 2012

    Netexplo　2012

  10. The 50 best inventions in 2011

    Shinji Nishimoto　Time Magazine　2011

Papers 60

  1. Conversational content is organized across multiple timescales in the brain.

    Masahiro Yamashita, Rieko Kubo, Shinji Nishimoto

    Nature human behaviour　2025/06/11　Research paper (scientific journal)

  2. Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures.

    Tomoya Nakai, Rieko Kubo, Shinji Nishimoto

    Communications biology　Vol. 8　No. 1　p. 713-713　2025/05/08　Research paper (scientific journal)

  3. Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models

    Yuko Nakagi, Takuya Matsuyama, Naoko Koide-Majima, Hiroto Q. Yamaguchi, Rieko Kubo, Shinji Nishimoto, Yu Takagi

    Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing　2024/11　Research paper (international conference proceedings)

  4. Homogenization of word relationships in schizophrenia: Topological analysis of cortical semantic representations

    Ryusuke Hayashi, Shizuo Kaji, Yukiko Matsumoto, Satoshi Nishida, Shinji Nishimoto, Hidehiko Takahashi

    Psychiatry and Clinical Neurosciences　Vol. 78　No. 11　p. 687-695　2024/08/28　Research paper (scientific journal)

    Publisher: Wiley

  5. Image retrieval based on closed-loop visual–semantic neural decoding

    Ryohei Fukuma, Takufumi Yanagisawa, Hidenori Sugano, Kentaro Tamura, Satoru Oshino, Naoki Tani, Yasushi Iimura, Hui Ming Khoo, Hiroharu Suzuki, Huixiang Yang, Takamitsu Iwata, Madoka Nakajima, Shinji Nishimoto, Yukiyasu Kamitani, Haruhiko Kishima

    2024/08/07

    Publisher: Cold Spring Harbor Laboratory

  6. Text and image generation from intracranial electroencephalography using an embedding space for text and images.

    Yuya Ikegawa, Ryohei Fukuma, Hidenori Sugano, Satoru Oshino, Naoki Tani, Kentaro Tamura, Yasushi Iimura, Hiroharu Suzuki, Shota Yamamoto, Yuya Fujita, Shinji Nishimoto, Haruhiko Kishima, Takufumi Yanagisawa

    Journal of neural engineering　2024/04/22　Research paper (scientific journal)

  7. Semantic context‐dependent neural representations of odors in the human piriform cortex revealed by 7T MRI

    Toshiki Okumura, Ikuhiro Kida, Atsushi Yokoi, Tomoya Nakai, Shinji Nishimoto, Kazushige Touhara, Masako Okamoto

    Human Brain Mapping　Vol. 45　No. 6　2024/04/15　Research paper (scientific journal)

    Publisher: Wiley

  8. Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation

    Naoko Koide-Majima, Shinji Nishimoto, Kei Majima

    Neural Networks　Vol. 170　p. 349-363　2024/02　Research paper (scientific journal)

    Publisher: Elsevier BV

  9. Closed-Loop Control of Images Based on Electrocorticogram Decoding in Visual Semantic Space

    Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Hidenori Sugano, Kentaro Tamura, Shota Yamamoto, Yasushi Iimura, Yuya Fujita, Satoru Oshino, Naoki Tani, Naoko Koide-Majima, Yukiyasu Kamitani, Haruhiko Kishima

    SpringerBriefs in Electrical and Computer Engineering　p. 41-48　2024/01/01　Part of collection (book)

    Publisher: Springer Nature Switzerland

  10. High-resolution image reconstruction with latent diffusion models from human brain activity

    Yu Takagi, Shinji Nishimoto

    The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)　p. 14453-14463　2023/03　Research paper (international conference proceedings)

  11. Artificial neural network modelling of the neural population code underlying mathematical operations.

    Tomoya Nakai, Shinji Nishimoto

    NeuroImage　Vol. 270　p. 119980-119980　2023/02/26　Research paper (scientific journal)

    Publisher: Cold Spring Harbor Laboratory

  12. Quantitative modelling demonstrates format-invariant representations of mathematical problems in the brain.

    Tomoya Nakai, Shinji Nishimoto

    The European Journal of Neuroscience　2023/01/29　Research paper (scientific journal)

  13. Disorganization of Semantic Brain Networks in Schizophrenia Revealed by fMRI

    Yukiko Matsumoto, Satoshi Nishida, Ryusuke Hayashi, Shuraku Son, Akio Murakami, Naganobu Yoshikawa, Hiroyoshi Ito, Naoya Oishi, Naoki Masuda, Toshiya Murai, Karl Friston, Shinji Nishimoto, Hidehiko Takahashi

    Schizophrenia Bulletin　2022/12/21　Research paper (scientific journal)

    Publisher: Oxford University Press (OUP)

  14. Representations and decodability of diverse cognitive functions are preserved across the human cortex, cerebellum, and subcortex.

    Tomoya Nakai, Shinji Nishimoto

    Communications biology　Vol. 5　No. 1　p. 1245-1245　2022/11/14　Research paper (scientific journal)

  15. What can we experience and report on a rapidly presented image? Intersubjective measures of specificity of freely reported contents of consciousness.

    Zhang Chuyin, Zhao Hui Koh, Regan Gallagher, Shinji Nishimoto, Naotsugu Tsuchiya

    F1000Research　Vol. 11　p. 69-69　2022/09　Research paper (scientific journal)

  16. Brain networks are decoupled from external stimuli during internal cognition.

    Dror Cohen, Tomoya Nakai, Shinji Nishimoto

    NeuroImage　Vol. 256　p. 119230-119230　2022/08/01　Research paper (scientific journal)

  17. Reduction of Information Collection Cost for Inferring Brain Model Relations From Profile Information Using Machine Learning

    Ryoichi Shinkuma, Satoshi Nishida, Naoya Maeda, Masataka Kado, Shinji Nishimoto

    IEEE Transactions on Systems, Man, and Cybernetics: Systems　Vol. 52　No. 7　p. 4057-4068　2022/07　Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers (IEEE)

  18. Voluntary control of semantic neural representations by imagery with conflicting visual stimulation.

    Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Hidenori Sugano, Kentaro Tamura, Shota Yamamoto, Yasushi Iimura, Yuya Fujita, Satoru Oshino, Naoki Tani, Naoko Koide-Majima, Yukiyasu Kamitani, Haruhiko Kishima

    Communications biology　Vol. 5　No. 1　p. 214-214　2022/03/18　Research paper (scientific journal)

  19. Processing of visual statistics of naturalistic videos in macaque visual areas V1 and V4.

    Gaku Hatanaka, Mikio Inagaki, Ryosuke F Takeuchi, Shinji Nishimoto, Koji Ikezoe, Ichiro Fujita

    Brain structure & function　2022/03/14　Research paper (scientific journal)

  20. Music genre neuroimaging dataset.

    Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto

    Data in brief　Vol. 40　p. 107675-107675　2022/02　Research paper (scientific journal)

  21. Genetic influences on brain representations of natural audiovisual experiences

    Satoshi Nishida, Shunsuke Toyoda, Chika Honda, Mikio Watanabe, Miina Ollikainen, Eero Vuoksimaa, Jaakko Kaprio, Shinji Nishimoto

    2021/09/24

    Publisher: Research Square Platform LLC

  22. Comparison of Active Areas by Estimating Brain Activities evoked by Verbal Stimuli by Listening and Reading

    Rikako Sumida, Hiroto Yamaguchi, Tomoya Nakai, Shinji Nishimoto, Satoshi Nishida, Ichiro Kobayashi

    Proceedings of the 37th Fuzzy system symposium　p. 640-645　2021/09

  23. Multiple states in ongoing neural activity in the rat visual cortex.

    Daichi Konno, Shinji Nishimoto, Takafumi Suzuki, Yuji Ikegaya, Nobuyoshi Matsumoto

    PloS one　Vol. 16　No. 8　2021/08　Research paper (scientific journal)

  24. Behavioral correlates of cortical semantic representations modeled by word vectors.

    Satoshi Nishida, Antione Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto

    PLoS computational biology　Vol. 17　No. 6　2021/06/23　Research paper (scientific journal)

  25. Convergence of Modality Invariance and Attention Selectivity in the Cortical Semantic Circuit.

    Tomoya Nakai, Hiroto Q Yamaguchi, Shinji Nishimoto

    Cerebral cortex　2021/05/17　Research paper (scientific journal)

  26. Expert programmers have fine-tuned cortical representations of source code.

    Yoshiharu Ikutani, Takatomi Kubo, Satoshi Nishida, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda, Shinji Nishimoto

    eNeuro　2020/12/11　Research paper (scientific journal)

  27. Correspondence of categorical and feature-based representations of music in the human brain.

    Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto

    Brain and behavior　Vol. 11　No. 1　2020/11/08　Research paper (scientific journal)

  28. Distinct dimensions of emotion in the human brain and their representation on the cortical surface.

    Naoko Koide-Majima, Tomoya Nakai, Shinji Nishimoto

    NeuroImage　Vol. 222　p. 117258-117258　2020/08/13　Research paper (scientific journal)

  29. Quantitative models reveal the organization of diverse cognitive functions in the brain.

    Tomoya Nakai, Shinji Nishimoto

    Nature communications　Vol. 11　No. 1　p. 1142-1142　2020/03/02

  30. 皮質脳波ビッグデータによるNeural DecodingとBrain-Computer Interface

    柳澤 琢史, 福間 良平, 西本 伸志, 押野 悟, 神谷 之康, 貴島 晴彦

    機能的脳神経外科　Vol. 58　p. 26-30　2019/12

    Publisher: (一社)日本定位・機能神経外科学会

  31. Describing Brain Activity Evoked by Speech Stimuli.

    Rino Urushihara, Ichiro Kobayashi, Hiroto Q. Yamaguchi, Tomoya Nakai, Shinji Nishimoto

    Proceedings of the 33rd Annual Conference of the Japanese Society for Artificial Intelligence　p. 582-585　2019/06

  32. Encoding and Decoding of Music-Genre Representations in the Human Brain

    Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto

    Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018　p. 584-589　2019/01/16　Research paper (international conference proceedings)

    Publisher: Institute of Electrical and Electronics Engineers Inc.

  33. Relational Network of People Constructed on the Basis of Similarity of Brain Activities.

    Ryoichi Shinkuma, Satoshi Nishida, Masataka Kado, Naoya Maeda, Shinji Nishimoto

    IEEE Access　Vol. 7　p. 110258-110266　2019　Research paper (scientific journal)

  34. Representation of music genres based on the spectro-temporal modulation responses of the human brain

    Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto

    2018/11/15

    Publisher: Cold Spring Harbor Laboratory

  35. 臨床脳機能マッピングupdate BMI技術を応用した脳磁図・皮質脳波からの脳機能マッピング

    柳澤 琢史, 福間 良平, 西本 伸志, 中村 優一郎, 押野 悟, 神谷 之康, 貴島 晴彦

    臨床神経生理学　Vol. 46　No. 5　p. 338-338　2018/10

    Publisher: (一社)日本臨床神経生理学会

  36. Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli

    Matsuo E, Kobayashi I, Nishimoto S, Nishida S, Asoh H

    Proceedings of 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)　p. 576-583　2018/10　Research paper (international conference proceedings)

  37. Quantitative understanding of how the brain sees the world: Present status and future outlook

    Shinji Nishimoto, Ryohei Fukuma, Takufumi Yanagisawa, Haruhiko Kishima

    Japanese Journal of Neurosurgery　Vol. 27　No. 12　p. 896-903　2018　Research paper (scientific journal)

    Publisher: Japanese Congress of Neurological Surgeons

  38. Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals.

    Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima

    IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Miyazaki, Japan, October 7-10, 2018　p. 102-104　2018　Research paper (international conference proceedings)

  39. Mapping stimulus feature selectivity in macaque V1 by two-photon Ca2+ imaging: Encoding-model analysis of fluorescence responses to natural movies.

    Shinji NishimotoIkezoe K, Amano M, Nishimoto S, Fujita I

    NeuroImage　2018　Research paper (scientific journal)

  40. Semantic representation in the cerebral cortex with sparse coding

    Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh

    2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017　Vol. 2017-　p. 606-611　2017/11/27　Research paper (international conference proceedings)

    Publisher: Institute of Electrical and Electronics Engineers Inc.

  41. Decoding naturalistic experiences from human brain activity via distributed representations of words.

    Nishida S, Nishimoto S

    NeuroImage　2017/08

  42. Eye movement-invariant representations in the human visual system

    Shinji Nishimoto, Alexander G. Huth, Natalia Y. Bilenko, Jack L. Gallant

    JOURNAL OF VISION　Vol. 17　No. 1　2017/01　Research paper (scientific journal)

  43. Decoding the semantic content of natural movies from human brain activity

    Alexander G. Huth, Tyler Lee, Shinji Nishimoto, Natalia Y. Bilenko, An T. Vu, Jack L. Gallant

    Frontiers in Systems Neuroscience　Vol. 10　No. 81　2016/10/07　Research paper (scientific journal)

    Publisher: Frontiers Media S.A.

  44. Functional Subdomains within Scene-Selective Cortex: Parahippocampal Place Area, Retrosplenial Complex, and Occipital Place Area

    Tolga Cukur, Alexander G. Huth, Shinji Nishimoto, Jack L. Gallant

    JOURNAL OF NEUROSCIENCE　Vol. 36　No. 40　p. 10257-10273　2016/10　Research paper (scientific journal)

  45. Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity

    Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh

    Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL)　p. 22-29　2016/08　Research paper (international conference proceedings)

  46. Lining Up Brains via a Common Representational Space

    Shinji Nishimoto, Satoshi Nishida

    TRENDS IN COGNITIVE SCIENCES　Vol. 20　No. 8　p. 565-567　2016/08

  47. Supranormal orientation selectivity of visual neurons in orientation-restricted animals

    Kota S. Sasaki, Rui Kimura, Taihei Ninomiya, Yuka Tabuchi, Hiroki Tanaka, Masayuki Fukui, Yusuke C. Asada, Toshiya Arai, Mikio Inagaki, Takayuki Nakazono, Mika Baba, Daisuke Kato, Shinji Nishimoto, Takahisa M. Sanada, Toshiki Tani, Kazuyuki Imamura, Shigeru Tanaka, Izumi Ohzawa

    SCIENTIFIC REPORTS　Vol. 5　2015/11　Research paper (scientific journal)

  48. Visualizing visual experience using fMRI

    Nishimoto Shinji

    Jpn.J.Vis.Sci　Vol. 36　No. 3　p. 56-61　2015

    Publisher: The Japanese Society of Ophthalmological Optics

  49. Early Monocular Defocus Disrupts the Normal Development of Receptive-Field Structure in V2 Neurons of Macaque Monkeys

    Xiaofeng Tao, Bin Zhang, Guofu Shen, Janice Wensveen, Earl L. Smith, Shinji Nishimoto, Izumi Ohzawa, Yuzo M. Chino

    JOURNAL OF NEUROSCIENCE　Vol. 34　No. 41　p. 13840-13854　2014/10　Research paper (scientific journal)

  50. Functional Subdomains within Human FFA

    Tolga Cukur, Alexander G. Huth, Shinji Nishimoto, Jack L. Gallant

    JOURNAL OF NEUROSCIENCE　Vol. 33　No. 42　p. 16748-16766　2013/10　Research paper (scientific journal)

  51. Attention during natural vision warps semantic representation across the human brain

    Tolga Cukur, Shinji Nishimoto, Alexander G. Huth, Jack L. Gallant

    NATURE NEUROSCIENCE　Vol. 16　No. 6　p. 763-+　2013/06　Research paper (scientific journal)

  52. A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain

    Alexander G. Huth, Shinji Nishimoto, An T. Vu, Jack L. Gallant

    NEURON　Vol. 76　No. 6　p. 1210-1224　2012/12　Research paper (scientific journal)

  53. Quantitative Modeling of the Visual System

    Shinji Nishimoto

    The Brain & Neural Networks　Vol. 19　No. 1　p. 39-49　2012/03　Research paper (scientific journal)

    Publisher: Japanese Neural Network Society

  54. Local sensitivity to stimulus orientation and spatial frequency within the receptive fields of neurons in visual area 2 of macaque monkeys

    X. Tao, B. Zhang, E. L. Smith, S. Nishimoto, I. Ohzawa, Y. M. Chino

    JOURNAL OF NEUROPHYSIOLOGY　Vol. 107　No. 4　p. 1094-1110　2012/02　Research paper (scientific journal)

  55. Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies

    Shinji Nishimoto, An T. Vu, Thomas Naselaris, Yuval Benjamini, Bin Yu, Jack L. Gallant

    CURRENT BIOLOGY　Vol. 21　No. 19　p. 1641-1646　2011/10　Research paper (scientific journal)

  56. A Three-Dimensional Spatiotemporal Receptive Field Model Explains Responses of Area MT Neurons to Naturalistic Movies

    Shinji Nishimoto, Jack L. Gallant

    JOURNAL OF NEUROSCIENCE　Vol. 31　No. 41　p. 14551-14564　2011/10　Research paper (scientific journal)

  57. Encoding and decoding in fMRI

    Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant

    NEUROIMAGE　Vol. 56　No. 2　p. 400-410　2011/05　Research paper (scientific journal)

  58. Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity

    Jack Gallant, Thomas Naselaris, Ryan Prenger, Kendrick Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto

    FOUNDATIONS OF AUGMENTED COGNITION, PROCEEDINGS　Vol. 5638　No. 5638　p. 390-+　2009　Research paper (international conference proceedings)

  59. Receptive field properties of neurons in the early visual cortex revealed by local spectral reverse correlation

    S Nishimoto, T Ishida, Ohzawa, I

    JOURNAL OF NEUROSCIENCE　Vol. 26　No. 12　p. 3269-3280　2006/03　Research paper (scientific journal)

  60. Accuracy of subspace mapping of spatiotemporal frequency domain visual receptive fields

    S Nishimoto, M Arai, Ohzawa, I

    JOURNAL OF NEUROPHYSIOLOGY　Vol. 93　No. 6　p. 3524-3536　2005/06　Research paper (scientific journal)

Misc. 17

  1. 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

    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, 貴島 晴彦

    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　Vol. 61　p. 35-41　2022

    Publisher: 日本定位・機能神経外科学会事務局

  2. Reduced intra- and inter-individual diversity of semantic representations in the brains of schizophrenia patients

    Satoshi Nishida, Yukiko Matsumoto, Naganobu Yoshikawa, Shuraku Son, Akio Murakami, Ryusuke Hayashi, Shinji Nishimoto, Hidehiko Takahashi

    2020/06/04

    Publisher: Cold Spring Harbor Laboratory

  3. Exploration of neural representation from epilepsy surgery

    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, 押野悟, 谷直樹, 神谷之康, 神谷之康, 貴島晴彦

    日本てんかん外科学会プログラム・抄録集　Vol. 44th　2020

  4. 皮質脳波による視覚的意味内容のデコーディング

    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, 押野悟, 神谷之康, 貴島晴彦

    日本ヒト脳機能マッピング学会プログラム・抄録集　Vol. 22nd　2020

  5. Brain-mediated Transfer Learning of Convolutional Neural Networks

    Nishida S, Nakano Y, Blanc, A, Maeda N, Kado M, Nishimoto S

    arXiv　Vol. 1905.10037　2019/05　Internal/External technical report, pre-print, etc.

  6. Data-driven models reveal the organization of diverse cognitive functions in the brain

    Tomoya Nakai, Shinji Nishimoto

    bioRxiv　2019/04/19

    Publisher: Cold Spring Harbor Laboratory

  7. 視覚と認知をつかさどる脳機能の定量的理解とその応用に関する研究

    西本伸志, 西田知史

    情報通信研究機構研究報告　Vol. 64　No. 1　p. 5-12　2018/10　Rapid communication, short report, research note, etc. (bulletin of university, research institution)

  8. BMI技術を応用した脳磁図・皮質脳波からの脳機能マッピング

    柳澤琢史, 柳澤琢史, 柳澤琢史, 福間良平, 福間良平, 西本伸志, 中村優一郎, 押野悟, 神谷之康, 神谷之康, 貴島晴彦

    臨床神経生理学(Web)　Vol. 46　No. 5　2018

  9. 意味認知と脳内情報表現

    西田知史, 西本伸志

    人工知能　Vol. 32　No. 6　p. 857-862　2017/11

  10. 自然動画に含まれる画像特徴量に対するサルV1野およびV4野の神経細胞群の応答

    畑中岳, 池添貢司, 竹内遼介, 稲垣未来男, 西本伸志, 藤田一郎

    電子情報通信学会技術研究報告　Vol. 116　No. 521　p. 149-154　2017/03

  11. Modeling and decoding of natural visual cognition

    Shinji Nishimoto

    PERCEPTION　Vol. 45　p. 72-73　2016/08　Research paper, summary (international conference)

  12. Comparison of micro-architecture for orientation and spatial frequency selectivity between macaque V1 and V4

    Vol. 115　No. 514　p. 119-124　2016/03/22

    Publisher: 電子情報通信学会

  13. Natural Visual Representations in the Human Brain

    Nishimoto Shinji

    The journal of the Institute of Image Information and Television Engineers　Vol. 69　No. 6　p. 498-501　2015/07

    Publisher: The Institute of Image Information and Television Engineers

  14. Does functional columnar organization extend across hemispheric boundaries?

    Yusuke Asada, Shinji Nishimoto, Takahisa Sanada, Izumi Ohzawa

    NEUROSCIENCE RESEARCH　Vol. 71　p. E81-E81　2011　Research paper, summary (international conference)

  15. Responses of V1 neurons are faster when two eyes are used than one

    Megumi Aoyama, Kota Sasaki, Eisuke Ishiko, Shinji Nishimoto, Izumi Ohzawa

    NEUROSCIENCE RESEARCH　Vol. 65　p. S107-S107　2009　Research paper, summary (international conference)

  16. Receptive field structure of visual cortical neurons in cats reared with restricted orientations

    Izumi Ohzawa, K. S. Sasaki, S. Nishimoto, T. Ninomiya, H. Tanaka, T. M. Sanada, R. Kimura, Y. Tabuchi, Y. Asada, T. Arai, M. Fukui, T. Tani, K. Imamura, S. Tanaka

    NEUROSCIENCE RESEARCH　Vol. 61　p. S176-S176　2008　Research paper, summary (international conference)

  17. Local spectral reverse correlation [LSRC]: A new method for simultaneously studying multiple high-order visual neurons

    Izumi Ohzawa, Shinji Nishimoto, Tsugitaka Ishida

    NEUROSCIENCE RESEARCH　Vol. 55　p. S69-S69　2006　Research paper, summary (international conference)

Publications 2

  1. Computational and Network Modeling of Neuroimaging Data (Neuroimaging Methods and Applications)

    Kendrick Kay

    Academic Press　2024/07/02

    ISBN: 0443134804

  2. Visual Population Codes

    Kriegeskorte N, Kreiman G

    The MIT Press　2011/10　Scholarly book

    ISBN: 9780262016247

Presentations 16

  1. あすを創るニューロサイエンス 想起型Brain-Computer Interfaceの開発

    柳澤 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, 貴島 晴彦

    日本定位・機能神経外科学会プログラム・抄録集　2022/01

  2. Encoding and decoding of brain activity: concepts, potential applications, and challenges

    Shinji Nishimoto

    Tech Summit at Singapore　2019

  3. Modeling internal representations in the brain

    Shinji Nishimoto

    8th International Max Planck Research School on Neuroscience of Communication　2018

  4. Linking neuroscience and machine learning via latent features of natural stimuli

    Shinji Nishimoto

    Gatsby-Kakenhi Joint Workshop at University College London　2017

  5. Modeling and decoding of brain activity during natural vision

    Shinji Nishimoto

    ABC Colloquium at University of Amsterdam　2016

  6. Modeling and decoding of natural visual experiences

    Shinji Nishimoto

    Seminar at National Taiwan University　2015

  7. Deciphering individual brains

    Shinji Nishimoto

    Science Foo (SciFoo) Camp at Google　2015

  8. モデリングアプローチ：脳神経活動の定量的理解を目指す新たな枠組み

    西本伸志

    脳と心のメカニズム 第14回冬のワークショップ　2014

  9. Modeling and decoding brain activity evoked by natural movies.

    Shinji Nishimoto

    Invited talk at RIKEN BSI　2013

  10. Understanding the visual system via encoding models

    Shinji Nishimoto

    Perception, Action and Brain 2012　2012/11

  11. Modeling and decoding brain activity evoked by time-varying natural movies.

    Shinji Nishimoto

    McGovern Institute seminar at MIT　2012

  12. Modeling and decoding brain activity evoked by natural movies.

    Shinji Nishimoto

    Invited talk at Advanced Telecommunications Research Institute　2011/11

  13. Reconstructing visual experiences from brain activity evoked by natural movies.

    Shinji Nishimoto

    Redwood Seminar at UC Berkeley　2011

  14. A three-dimensional space-time model of MT neurons that predicts responses to natural movies / Decoding visual experiences from brain activity evoked by color natural movies.

    Shinji Nishimoto

    Invited talk at Osaka University　2010/02

  15. A three-dimensional space-time model of MT neurons that predicts responses to natural movies / Decoding visual experiences from brain activity evoked by color natural movies.

    Shinji Nishimoto

    Invited talk at National Institute of Physiological Sciences　2010/02

  16. A three-dimensional space-time model of MT neurons that predicts responses to natural movies.

    Shinji Nishimoto

    Invited talk at Oxyopia　2008/09

Works 6

  1. Extracellular recordings from area MT of awake macaques in response to naturalistic movies. CRCNS.org

    Nishimoto S, Gallant JL

    2018 -

  2. motion_energy_matlab

    Nishimoto S, Lescroart M

    GitHub 2017 -

  3. Gallant Lab Natural Movie 4T fMRI Data

    Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL

    2014 -

  4. pycortex: A brain viewer on category representation; attentional modulation

    Gao J, Cukur T, Nishimoto S, Huth AG, Gallant JL

    2013/04 -

  5. pycortex: A brain viewer on category representation

    Gao J, Huth AG, Nishimoto S, Vu AT, Gallant JL

    2012/12 -

  6. Reconstruction from Brain Activity

    Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL

    2011/09 -

Industrial Property Rights 10

  1. 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

    栁澤 琢史, 福間 良平, 貴島 晴彦, 西本 伸志

    特許7352914

    登録日:2023/09/21

  2. 情報検索方法、情報検索装置、コンピュータプログラム

    西本伸志, 柳澤琢史

    特許7328636

    登録日:2023

  3. 推定システム、及び推定方法

    西本 伸志, 間島 真子

    特許7075045

    登録日:2022/05/17

  4. 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

    西田知史, 西本伸志, 前田 直哉

    特許6928348

    登録日:2021/08

  5. 通过脑活动的解析推测感知语义内容的推测方法

    西本伸志, 柏岡秀樹

    特許ZL201680019204.7

    登録日:2021/01/05

  6. 素材评价方法以及素材评价装置

    西本伸志, 西田知史, 柏冈秀纪

    特許ZL201780002397.X

    登録日:2020/11/17

  7. Material evaluation method and material evaluation device

    Shinji Nishimoto, Satoshi Nishida, Hideki Kashioka

    特許EP3406191B1

    登録日:2020/10/07

  8. 素材評価方法、及び素材評価装置

    西本伸志, 西田知史, 柏岡秀紀

    特許6687940

    登録日:2020/04/07

  9. 視聴素材評価方法、視聴素材評価システム、及びプログラム

    西本 伸志, 西田 知史, 柏岡 秀紀, 矢野 亮, 前田 直哉, 角 将高, 萩原 一平, 茨木 拓也

    特許6662644

    登録日:2020/02/17

  10. 知覚意味内容推定装置および脳活動の解析による知覚意味内容の推定方法

    西本伸志, 柏岡秀紀

    特許6618702

Other 7

  1. どこまで進んでいるか 人工知能の最新研究

  2. 脳内イメージ研究最前線

  3. Brain decoding: Reading minds

  4. Brain imaging: fMRI 2.0

  5. NHKニュース

  6. 夢が撮られちゃう？！ 米研究員ら、脳活動から映像復元

  7. Mind-goggling