Rchr
J-GLOBAL ID:202201007064273774
Update date: May. 10, 2024
Takeda Kentaro
タケダ ケンタロウ | Takeda Kentaro
Affiliation and department:
Job title:
Assistant Professor
Homepage URL (1):
http://nsci.jp
Research field (2):
Soft computing
, Intelligent informatics
Research keywords (2):
複雑システム
, ニューロモーフィックハードウェア
Research theme for competitive and other funds (5):
- 2024 - 2027 自由エネルギー原理と脳の省エネルギー性に基づく神経回路モデルとその高効率集積回路
- 2022 - 2025 蝸牛の非線形特性を再現する自己適応的な小型・低消費電力サウンドプロセッサの開発
- 2022 - A Novel Hardware-Oriented Ergodic CA Cochlear Model: Reproduction of Nonlinear Response to Two-tone Stimuli and Theoretical Analysis
- 2019 - 2022 非線形力学系理論に基づく超低消費電力非同期順序回路人工内耳モデルの設計手法の確立
- 2018 - A novel hardware-efficient spiking neuron model based on asynchronous cellular automaton dynamics exhibiting various nonlinear response curves
Papers (43):
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Itsuki Kubota, Kentaro Takeda, Hiroyuki Torikai. A Novel Ergodic Discrete Difference Equation Cochlear Model: Theoretical Analyses, Reproduction of Mammalian Nonlinear Sound Processing, and Comparison of Implementation. IEEE Transactions on Circuits and Systems II: Express Briefs. 2024. 71. 2. 877-881
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Kentaro Takeda, Masato Ishikawa, Hiroyuki Torikai. A novel ergodic discrete difference equation multi-compartment neuron model: various dendritic phenomena and on-chip differential conditioning. Nonlinear Theory and Its Applications, IEICE. 2024. 15. 1. 132-152
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Takumi Yoshioka, Ken'ichi Fujimoto, Kentaro Takeda. Unidirectionally coupled phase oscillators in a ring with random perturbation. 2023 International Symposium on Nonlinear Theory and its Applications (NOLTA). 2023. 167-168
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横山洸平, 武田健太郎. 区分線形スパイキングニューロンで構成される連想記憶モデルについて. 令和5年電気・電子・情報関係学会四国支部連合大会講演論文集. 2023. 40
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吉岡拓未, 武田健太郎. ランダムなタイミングで状態更新される環状単方向結合位相振動子系について. 令和5年電気・電子・情報関係学会四国支部連合大会講演論文集. 2023. 41
more...
Lectures and oral presentations (6):
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Identification of atrial fibrillation in ECG using machine learning methods
(International Symposium on Nonlinear Science and Medicine (ISNSM2024) 2024)
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LSTM-based anomaly detection of pulse waves for identifying atrial fibrillation
(International Symposium on Nonlinear Science and Medicine (ISNSM2024) 2024)
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Hardware-Efficient Design and Implementation of Neuromorphic Systems
(2023 IEEE Workshop on Nonlinear Circuit Networks (NCN) 2023)
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ニューロモーフィックハードウェアの小型・省電力回路設計
(第1回非線形電子回路の効率化技術調査専門委員会 2022)
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Ergodic Cellular Automaton Neuromorphic and Biomimetic Circuits: The Debut
(2021 IEEE Workshop on Nonlinear Circuit Networks (NCN) 2021)
more...
Education (3):
- 2019 - 2022 Graduate School of Hosei University Division of Science and Engineering
- 2017 - 2019 Graduate School of Kyoto Sangyo University Division of Frontier Informatics
- 2013 - 2017 Kyoto Sangyo University Faculty of Computer Science and Engineering
Professional career (2):
- Doctor of Engineering (Hosei University)
- Master of Frontier Informatics (Kyoto Sangyo University)
Work history (2):
- 2022/04 - 現在 Kagawa University Faculty of Engineering and Design, Department of Engineering and Design Assistant Professor
- 2019/04 - 2022/03 Japan Society for the Promotion of Science
Awards (4):
- 2020/11 - 2020 International Symposium on Nonlinear Theory and its Applications, Student Paper Award
- 2020/03 - 2019年度 第82回 電子情報通信学会 学術奨励賞 (基礎・境界ソサイエティ)
- 2019/06 - 2018年度 電子情報通信学会複雑コミュニケーションサイエンス研究会 CCS奨励賞
- 2016/10 - 2016 Japan-Korea Joint Workshop on Complex Communication Science, Best Paper Award
Association Membership(s) (2):
電子情報通信学会
, Institute of Electrical and Electronics Engineers (IEEE)
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