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J-GLOBAL ID：200901099615439120   Update date: Apr. 07, 2024

Isokawa Teijiro

イソカワ テイジロウ | Isokawa Teijiro
Affiliation and department：
University of Hyogo Graduate School, of Engineering, Division of Computer Engineering

About University of Hyogo Graduate School, of Engineering, Division of Computer Engineering


Job title： Associate Professor
Homepage URL  (1)： http://www.eng.u-hyogo.ac.jp/group/group48/
Research field  (6)： Sensitivity (kansei) informatics ,  Soft computing ,  Intelligent robotics ,  Perceptual information processing ,  Intelligent informatics ,  Information theory
Research keywords  (7)： Hyper-complex valued neural networks ,  Molecular Robotics ,  Cellular Automata ,  Neural Networks ,  Visual Systems ,  Soft computing ,  Cellular Automata-based Computer Systems for Nanoelectronics
Research theme for competitive and other funds  (20)：
  • 2022 - 2027 Effect of social interaction to optimal foraging behavior of central place foragers
  • 2020 - 2025 Construction of Minimal Artificial Brain by Molecular Device Integration and its Social Innovation
  • 2020 - 2025 Development of artificial intelligence hardware using magnetic tunnel junctions
  • 2022 - 2024 バイオロギング,地球化学,情報学の学際的融合によるマッコウクジラの生息履歴推定
  • 2020 - 2022 完全自動運転に向けたマルチリスク回避のための交通環境シミュレータの構築
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Papers (190)：
  • Takanori Hashimoto, Nobuyuki Matsui, Naotake Kamiura, Teijiro Isokawa. Exploring Model Structures to Reduce Data Requirements for Neural ODE Learning in Control Systems. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2023. 27. 4. 537-542
  • Akihiro Inada, Mizuki Eto, Teijiro Isokawa, Yasuhiro Utsumi, Sho Nakade, Ferdinand Peper. Brownian Circuits: From Computation to Neural Networks. Advances in Intelligent Systems and Computing. 2023. 23-33
  • Shuichi Inoue, Sou Nobukawa, Haruhiko Nishimura, Eiji Watanabe, Teijiro Isokawa. Mechanism for Enhancement of Functionality in Deep Echo State Network by Optimizing Leaking Rate. Proceedings of the 2023 International Conference on Emerging Techniques in Computational Intelligence, ICETCI 2023. 2023. 85-90
  • Naotake Kamiura, Teijiro Isokawa, Satoru Hakukawa. Evaluation of Zones in Himeji City for Foreign Tourists Using Support Vector Machines. International Journal of Smart Computing and Artificial Intelligence. 2023. 7. 1. 1-1
  • Tomohiro Ishigami, Teijiro Isokawa, Naotake Kamiura, Hiroki Masumoto, Hitoshi Tabuchi. Instillation checking using long short-term memories for ophthalmology patients. Concurrency and Computation: Practice and Experience. 2022. e7466. 1-8
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MISC (12)：
  • 成田健, 礒川悌次郎, 岡本稔, 高山哲郎, 高山哲郎, 松井伸之, 湯本高行, 上浦尚武. 健康診断結果を用いた疾病予測における機械学習の適用. 総合健診. 2018. 45. 1. 285-285
  • Teijiro Isokawa, Katsunobu Imai, Nobuyuki Matsui, Ferdinand Peper, Hiroshi Umeo. Preface. J. Cellular Automata. 2018. 13. 3. 181-182
  • Cellular Automata and Discrete Complex Systems - 20th International Workshop, AUTOMATA 2014, Himeji, Japan, July 7-9, 2014, Revised Selected Papers. Automata 2014. 2015. 8996
  • Ferdinand Peper, Teijiro Isokawa, Hiroshi Umeo, Nobuyuki Matsui. Special Issue Fourth International Workshop on Natural Computing. INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING. 2011. 7. 1-2. 1-1
  • Ferdinand Peper, Teijiro Isokawa, Hiroshi Umeo, Nobuyuki Matsui. Editoral. IJUC. 2011. 7. 1-2. 1
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Patents (8)：
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Books (6)：
  • Computation and Pattern Formation by Swarm Networks with Brownian Motion
    Springer 2018
  • Invertible construction of decimal-to-binary converter using reversible elements
    Springer 2018
  • 自然計算へのいざない, ナチュラルコンピューティング・シリーズ第0巻
    近代科学社 2015 ISBN:9784764904880
  • Complex-Valued Neural Networks: Advances and Applications
    Wiley-IEEE Press 2013 ISBN:9781118344606
  • セルオートマトン
    共立出版 2011
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Lectures and oral presentations  (51)：
  • Deep Echo State Networkにおけるリークレートの最適化による機能増強
    (電子情報通信学会非線形問題研究会 2023)
  • 機械学習によるにおい識別システムの性能評価
    (第80回機能集積情報システム研究会 2023)
  • 輪郭情報を用いたマッコウクジラの個体識別に関する研究
    (第80回機能集積情報システム研究会 2023)
  • Neural ODEによる制御システムの同定に向けた帰納的バイアスの検討
    (第30回インテリジェント・システム・シンポジウム(FAN2022) 2022)
  • 個体検出・追跡に基づいた昆虫の行動解析システム開発
    (第30回インテリジェント・システム・シンポジウム(FAN2022) 2022)
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Education (3)：
  • 2004 - 2004 Himeji Institute of Technology
  • 1999 - 2001 Himeji Institute of Technology
  • 1997 - 1999 Himeji Institute of Technology
Professional career (1)：
  • Doctor of Engineering
Awards (1)：
  • 2020/07 - システム制御情報学会 システム制御情報学会論文賞 セイヨウミツバチを対象とした個体自動計数手法とその性能評価
Association Membership(s) (4)：
The Institute of Systems, Control and Information Engineers ,  The Society of Instrument and Control Engineers ,  The Institute of Electronics, Information and Communication Engineers ,  IEEE
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