Advanced Telecommunications Research Institute International, 研究員
From 2003, To 2004
プリンストン大学, 客員スタッフ
From 2003, To 2004
日本学術振興会, 特別研究員(SPD)
From 2001, To 2003
ハーバードメディカルスクール、ベスイスラエル・ディーコネス・メディカルセンター, 研究員
From 2001
カリフォルニア工科大学, 博士課程修了(Ph.D.)
From 1993
The University of Tokyo, College of Arts and Sciences, 卒業
Profile
Profile
Yukiyasu Kamitani, Ph.D.
Professor at Graduate School of Informatics, Kyoto University
Department Head at ATR Computational Neuroscience Laboratories (ATR Fellow)
He received B.A. in Cognitive Science from University of Tokyo, and Ph.D. in Computation and Neural Systems from California Institute of Technology. He continued his research in cognitive and computational neuroscience at Harvard Medical School and Princeton University. In 2004 he joined ATR Computational Neuroscience Laboratories, and since 2015 he is Professor at Kyoto University. He is a pioneer in the field of "brain decoding", which combines neuroimaging and machine learning to translate brain signals to mental contents. He was named Research Leader in Neural Imaging on the 2005 “Scientific American 50”, and received many awards including Tsukahara Memorial Award (2013), JSPS Prize (2014), and Osaka Science Prize (2015). In 2018 he was selected as an ATR Fellow. He collaborated with Pierre Huyghe, providing brain-decoded imagery movies for the exhibition “UUmwelt” at Serpentine Galleries, London (2018).
Brain signals can be seen as "codes" that encode mental states. We develop methods for brain decoding using machine learning and AI technology to understand how our mental contents are represented in the brain.
Research Interests
machine learning
neural network
brain decoding
機能再建
ブレイン・コンピュータ・インターフェース
脳磁図
脳信号復号化
vision
brain-machine interface
neuroinformatics
computational neuroscience
neuroimaging
モデリング
認知神経科学
計算論的神経科学
ニューロインフォマティクス
視覚
ニューロイメージング
ブレイン-マシン・インターフェース
fMRI
Research Areas
Life sciences, Rehabilitation science
Life sciences, Neurosurgery
Informatics, Statistical science
Humanities & social sciences, Cognitive sciences
Life sciences, Biomaterials
Life sciences, Biomedical engineering
Life sciences, Biophysics
Humanities & social sciences, Experimental psychology
Informatics, Biological, health, and medical informatics
Life sciences, Neuroscience - general
Papers
Development of a common calibration model for determining the Brix value of intact apple, pear and persimmon fruits by near infrared spectroscopy
Jannok, P.; Kamitani, Y.; Kawano, S.
Journal of Near Infrared Spectroscopy, 2014
Application of slightly acidic electrolyzed water as a potential non-thermal food sanitizer for decontamination of fresh ready-to-eat vegetables and sprouts
Issa-Zacharia, A.; Kamitani, Y.; Miwa, N.; Muhimbula, H.; Iwasaki, K.
Food Control, 2011
In vitro inactivation of Escherichia coli, Staphylococcus aureus and Salmonella spp. using slightly acidic electrolyzed water
Issa-Zacharia, A.; Kamitani, Y.; Tiisekwa, A.; Morita, K.; Iwasaki, K.
Journal of Bioscience and Bioengineering, 2010
Sanitization potency of slightly acidic electrolyzed water against pure cultures of Escherichia coli and Staphylococcus aureus, in comparison with that of other food sanitizers
Issa-Zacharia, A.; Kamitani, Y.; Morita, K.; Iwasaki, K.
Food Control, 2010
Antimicrobial effect of slightly acidic electrolyzed water for inactivation of Salmonella spp. and Escherichia coli on fresh strawberries (Fragaria L.)
Issa-Zacharia, A.; Kamitani, Y.; Muhimbula, H.; Iwasaki, K.
African Journal of Microbiology Research, 2010
Decoding visual perception from human brain activity
Kamitani, Y.
APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2010
Decontamination of ready-to-eat Japanese mustard green (Brassica japonica) from Escherichia coli using slightly acidic electrolyzed water
Issa-Zacharia, A.; Kamitani, Y.; Morita, K.; Iwasaki, K.
African Journal of Microbiology Research, 2009
Basic research on brain activity under virtual tactile feeling stimulus
Saiwaki, N.; Taniguchi, M.; Uchida, H.; Kamitani, Y.
Journal of the Japan Research Association for Textile End-Uses, 2006
Effect of mild heat pre-treatment with alkaline electrolyzed water on the efficacy of acidic electrolyzed water against Escherichia coli O157:H7 and Salmonella on Lettuce
Koseki, S.; Yoshida, K.; Kamitani, Y.; Isobe, S.; Itoh, K.
Food Microbiology, 2004
The mechanism of the enhanced antioxidant effects against superoxide anion radicals of reduced water produced by electrolysis
Hanaoka, K.; Sun, D.; Lawrence, R.; Kamitani, Y.; Fernandes, G.
Biophysical Chemistry, 2004
Influence of Inoculation Method, Spot Inoculation Site, and Inoculation Size on the Efficacy of Acidic Electrolyzed Water against Pathogens on Lettuce
Koseki, S.; Yoshida, K.; Kamitani, Y.; Itoh, K.
Journal of Food Protection, 2003
C60/zeolite semiconductor electrode and the gas sensing
Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research.
Tom Macpherson; Anne Churchland; Terry Sejnowski; James DiCarlo; Yukiyasu Kamitani; Hidehiko Takahashi; Takatoshi Hikida
Neural networks : the official journal of the International Neural Network Society, Dec. 2021
Neurofeedback Training without Explicit Phantom Hand Movements and Hand-Like Visual Feedback to Modulate Pain: A Randomized Crossover Feasibility Trial.
IEEE International Workshop on Pattern Recognition in NeuroImaging, 2012, Peer-reviewed
Motor Restoration Based on the Brain-Machine Interface Using Brain Surface Electrodes: Real-Time Robot Control and a Fully Implantable Wireless System.
Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada., 2009, Peer-reviewed
CLASSIFICATION OF MOVEMENT-RELATED SINGLE-TRIAL MEG DATA USING ADAPTIVE SPATIAL FILTER
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
脳をくすぐるアート—小特集 ディジタルヒューマンインタフェースの新潮流
神谷 之康
B-plus : 電子情報通信学会通信ソサイエティマガジン, 2023
Decode of the brain: ヒトの脳を読む新たなアプローチ
神谷 之康
細胞工学, 2015
Exploration of neural representation from epilepsy surgery
Brain-Machine Interface using Brain Surface Electrodes : Real-time Robotic Control and a Fully Implantable Wireless System(Development of Neuro-rehabilitation)
BMI研究の最前線 基礎-臨床、医学-工学の連携 ヒト皮質脳波を用いたBMI臨床応用への統合的アプローチ(Frontier of Brain-machine Interface: Collaboration between Basic and Clinical Neuroscience Integrative BMI approach for functional restoration using human electrocorticograms)
A Research Example (1) : Decoding Early Visual Functions from fMRI(Brain Science related to Image Information Media, Auditory and Visual Functions of the Human Brain and Media)
Kamitani Yukiyasu
The journal of the Institute of Image Information and Television Engineers, 10 Oct. 2006
インタビュー マインド・リーディング (特集=脳科学の未来)
神谷之康
現代思想, Oct. 2006
3-1 A Research Example (1); Decoding Early Visual Functions from fMRI
Yukiyasu Kamitani
Kyokai Joho Imeji Zasshi/Journal of the Institute of Image Information and Television Engineers, 01 Sep. 2006
マインド・リーディングは可能か (特集 意識・脳・身体の接続へ--デカルトの夢と最新脳科学)
神谷之康
科学, Mar. 2006
意識・脳・身体の接続へ マインド・リーディングは可能か
神谷之康
科学, 01 Mar. 2006
マインド・リーディングは可能か
神谷之康
科学, 2006
Neural Decoding and Mind-Reading
KAMITANI YUKIYASU
電子情報通信学会技術研究報告, 10 Oct. 2005
Offset signals of visual object trigger perceptual fading