Rchr
J-GLOBAL ID:200901093984462189
Update date: Sep. 19, 2023
Kobayashi Ryota
コバヤシ リョウタ | Kobayashi Ryota
Affiliation and department:
Job title:
Associate Professor
Homepage URL (2):
http://www.hk.k.u-tokyo.ac.jp/r-koba/index.html
,
http://www.hk.k.u-tokyo.ac.jp/r-koba/en/index.html
Research field (2):
Web and service informatics
, Soft computing
Research keywords (5):
Machine learning
, データマイニング
, Data mining
, 計算論的神経科学
, Computational Neuroscience
Papers (37):
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Ryota Kobayashi. Inferring synaptic connectivity from spike data of multiple neurons. The Brain & Neural Networks. 2023. 30. 2. 66-72
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Akari Matsuki, Hiroshi Kori, Ryota Kobayashi. An extended Hilbert transform method for reconstructing the phase from an oscillatory signal. Scientific Reports. 2023. 13. 1
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Hayeong Lee, Lubomir Kostal, Ryohei Kanzaki, Ryota Kobayashi. Spike frequency adaptation facilitates the encoding of input gradient in insect olfactory projection neurons. Biosystems. 2023. 104802-104802
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Ryota Kobayashi, Yuka Takedomi, Yuri Nakayama, Towa Suda, Takeaki Uno, Takako Hashimoto, Masashi Toyoda, Naoki Yoshinaga, Masaru Kitsuregawa, Luis E C Rocha. Evolution of Public Opinion on COVID-19 Vaccination in Japan: Large-Scale Twitter Data Analysis. Journal of Medical Internet Research. 2022. 24. 12. e41928-e41928
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宇野 毅明, 武富 有香, 小林 亮太, 橋本 隆子, 久保山 哲二, 申 吉浩. 多様性の解析を用いたニュース記事に対するコメント集合の分析. 人文科学とコンピュータシンポジウム論文集. 2022
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MISC (20):
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Ryota Kobayashi, Shuhei Kurita, Anno Kurth, Katsunori Kitano, Kenji Mizuseki, Markus Diesmann, Barry J. Richmond, Shigeru Shinomoto. Synthetic spike data generated by a network of 1,000 Hodgkin-Huxley type neurons. figshare. 2019
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Ryota Kobayashi, Mutsumi Kimura, Youichiro Miyake, Ryutaro Ichise R. Editors' Introduction to "Materials informatics". Journal of Japanese Society for Artificial Intelligence. 2019. 34. 3. 324-324
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Kobayashi Ryota, Hiroshi Okamoto, Hiroshi Yamakawa. Editors' Introduction to "Physics and AI". Journal of Japanese Society for Artificial Intelligence. 2018. 33. 4
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Ryota Kobayashi, Hiroshi Yamakawa. Brain Simulation. Journal of Japanese Society for Artificial Intelligence. 2015. 30. 5. 605-606
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Ryota Kobayashi. A Survey of Results on Large-Scale Brain Simulation. Journal of Japanese Society for Artificial Intelligence. 2015. 30. 5. 647-651
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Books (7):
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AI新世 人工知能と人類の行方 (文春新書 1371)
文藝春秋 2022 ISBN:4166613715
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ニューロモルフィックコンピューティング
(株)エヌ・ティー・エス 2022 ISBN:4860437403
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積分発火モデル
脳科学辞典 2021
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ネットワーク結合推定
脳科学辞典 2021
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数理・データサイエンス・AI教材:応用基礎レベル教材
2021
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Lectures and oral presentations (155):
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振動子集団における高次ネットワーク構造の統計的推定
(日本物理学会 第78回年次大会 2023)
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ソーシャルネットワークにおける意見の分極化を再現する数理モデルの解析
(日本物理学会 第78回年次大会 2023)
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Reconstructing neuronal circuitry from spiking signals from multiple neurons
(Stochastic Models of the Brain and related Topics 2023)
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An extended Hilbert transform method for phase reconstruction from an oscillatory signal
(STATPHYS 28 2023)
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Spike Frequency Adaptaion が昆虫触角葉における投射神経細胞の匂い情報エンコーディングに与える影響について
(第46回日本神経科学大会 2023)
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Education (2):
- - 2009 京都大学大学院 理学研究科 物理学 • 宇宙物理学専攻
- - 2006 京都大学大学院 理学研究科 物理学 • 宇宙物理学専攻
Professional career (1):
Work history (3):
- 2020/04 - 現在 Graduate School of Frontier Sciences, The University of Tokyo
- 2013/04 - 2020/03 National institute of Informatics
- 2009/04 - 2013/03 Ritsumeikan University Department of Human and Computer Intelligence, College of Information Science and Engineering
Committee career (17):
- 2021/04 - 現在 The Japanese Society for Artificial Intelligence Representative
- 2020/08 - 現在 Frontiers in Big Data (Data Mining and Management) Review editor
- 2013/12 - 現在 Frontiers in Computational Neuroscience Review editor
- 2022/09 - 2023/03 Neural coding 2023 Programme Committee
- 2022/04 - 2022/12 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) Multidisciplinary Track, Programme Committee
- 2021/04 - 2021/12 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) Multidisciplinary Track, Programme Committee
- 2020/07 - 2021/07 Neural coding 2021 Programme Committee
- 2020/01 - 2020/10 Social Informatics 2020 Programme Committee
- 2020/01 - 2020/07 12th ACM WEB SCIENCE CONFERENCE 2020 Programme Committee
- 2019/05 - 2019/11 Social Informatics 2019 Senior Programme Committee
- 2019/05 - 2019/10 Conference on Complex Systems 2019 (CCS2019) Programme Committee
- 2018/01 - 2018/06 ICWSM 2018 Program Committee
- 2014/06 - 2018/06 人工知能学会 学会誌 編集委員
- 2017/01 - 2017/06 ICWSM 2017 Program Committee
- 2016/01 - 2016/06 ICWSM 2016 Program Committee
- 2014/04 - 2014/09 NIPS 2014 Reviewer
- 2013/04 - 2013/09 NIPS 2013 Reviewer
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Awards (5):
- 2020 - SocInfo 2020 Best Reviewer Award
- 2017 - 電子情報通信学会 CCS研究会 奨励賞
- 2010 - 船井情報科学振興財団 船井研究奨励賞
- 2009 - INCF Prize
- 2008 - EPFL-Brain Mind Institute Neuron Modeling Award
Association Membership(s) (7):
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
, 日本物理学会
, 日本神経回路学会
, 日本神経科学学会
, The Physical Society of Japan
, Japanese Neural Network Society
, The Japan Neuroscience Society
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