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J-GLOBAL ID:201601010735093699   Update date: Feb. 01, 2024

Fujiwara Kantaro

フジワラ カンタロウ | Fujiwara Kantaro
Affiliation and department:
Job title: Project Associate Professor
Homepage URL  (1): https://kaken.nii.ac.jp/d/r/00557704.ja.html
Research field  (1): Sensitivity (kansei) informatics
Research keywords  (1): Mathematical Engineering, Theoretical Neuroscience
Research theme for competitive and other funds  (11):
  • 2020 - 2025 Fundamentals and developments of brainmorphic computing hardware
  • 2020 - 2025 複雑臓器制御系の数理的包括理解と超早期精密医療への挑戦
  • 2021 - 2024 神経伝達物質の非線形ダイナミクスと脳疾患発症の数理構造
  • 2019 - 2024 スパイキングネットによるエッジでのリアルタイム学習基盤
  • 2019 - 2022 オンデマンド膵臓刺激による2型糖尿病のデジタルコントロールの数理
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Papers (79):
  • Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka. Dynamical Graph Echo State Networks with Snapshot Merging for Dissemination Process Classification. Lecture Notes in Computer Science. 2023
  • Taiki Yamada, Kantaro Fujiwara. Topological Inference of State Space as Effective Goal of Dynamics Learning. Proceedings of the 2023 International Symposium on Nonlinear Theory and its Applications. 2023
  • Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka. An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data. International Conference on Artificial Neural Networks (ICANN). 2023
  • Keita Koyama, Hiroyasu Ando, Kantaro Fujiwara. Functional improvement in β cell models of type 2 diabetes using on-demand feedback control. AIP Advances. 2023. 13. 4
  • Anubhav, Kantaro Fujiwara. Reservoir Splitting method for EEG-based Emotion Recognition. IEEE International Winter Conference on Brain-Computer Interface (BCI). 2023
more...
MISC (109):
  • 田村浩人, 藤原寛太郎, 合原一幸, 田中剛平. リザバー状態のマハラノビス距離を用いた高効率時系列分類. 日本神経回路学会全国大会講演論文集. 2023
  • Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka. Identity Recognition with Bidirectional Echo State Networks from Continuous Blood Pressure Data. 日本神経回路学会全国大会講演論文集. 2023
  • 藤原寛太郎. 未病データベースの基礎設計. 生体の科学. 2023. 74. 2. 158-162
  • 野村亮太, 藤原寛太郎, 池口徹. カオス応答を示すIzhikevichニューロンの発火率を用いた共通入力の再構成. 電子情報通信学会 技術研究報告. 2022. 122. 280. 91-96
  • Hiroto Tamura, Gouhei Tanaka, Kantaro Fujiwara. Memory Saving Time Series Anomaly Detection Using Mahalanobis Distance of Reservoir States. Neuro2022. 2022. 2O09a1-02
more...
Books (2):
  • 理工系の基礎 情報工学 第IV部 インテリジェントシステム 第13章 脳情報を読み取るための数理
    丸善出版 2018
  • 社会を変える驚きの数学 第3章 数学がかなえる未来 神経の統計学
    ウェッジ選書 2008
Lectures and oral presentations  (121):
  • Dynamical Graph Echo State Networks with Snapshot Merging for Dissemination Process Classification
    (International Conference on Neural Information Processing (ICONIP2023) 2023)
  • Topological Inference of State Space as Effective Goal of Dynamics Learning
    (International Symposium on Nonlinear Theory and its Application 2023)
  • An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data
    (International Conference on Artificial Neural Networks 2023)
  • リザバー状態のマハラノビス距離を用いた高効率時系列分類
    (日本神経回路学会 2023)
  • Identity Recognition with Bidirectional Echo State Networks from Continuous Blood Pressure Data
    (日本神経回路学会 2023)
more...
Professional career (1):
  • Ph.D (Information Science and Technology) (The University of Tokyo)
Work history (5):
  • 2018 - 現在 The University of Tokyo
  • 2014 - 2018 Tokyo University of Science Faculty of Engineering
  • 2011 - 2014 Saitama University
  • 2010 - 2011 ケンブリッジ大学博士研究員
  • 2008 - 2011 日本学術振興会 特別研究員(PD)
Awards (2):
  • 2014/12/03 - 電子情報通信学会非線形問題研究会発表奨励賞
  • 2010 - Daiwa Adrian Prize
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