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J-GLOBAL ID：202101003532209806   Update date: Oct. 18, 2024

Tanaka Yuichiro

タナカ ユウイチロウ | Tanaka Yuichiro
Affiliation and department：
Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems

About Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems


Job title： Associate Professor
Homepage URL  (1)： https://www.brain.kyutech.ac.jp/~tanaka-yuichiro/
Research field  (2)： Intelligent robotics ,  Soft computing
Research keywords  (3)： Brain-inspired Artificial Intelligence ,  Home Service Robot ,  FPGA
Research theme for competitive and other funds  (8)：
  • 2023 - 2027 An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot
  • 2023 - 2027 時空間領域組込脳型計算機システムの確立とホームサービスロボットでの実証
  • 2022 - 2027 脳の機能を模倣した汎用型AIハードウェア開発と家庭用サービスロボット応用
  • 2024 - 2025 省計算資源実装が求められるエッジAIのための仮想マルチリードアウトレザバー計算モデルの開発
  • 2023 - 個別の環境に適応するAIモデルの実現
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Papers (40)：
  • Tokuno Shoshi, Kimizuka Kouki, Tanaka Yuichiro, Usami Yuki, Tanaka Hirofumi, Tamukoh Hakaru. Object recognition and grasping point detection using carbon nanotube - polydimethylsiloxane nanocomposite sensor. Nonlinear Theory and Its Applications, IEICE. 2024. 15. 4. 883-898
  • TANAKA Hirofumi, AZHARI Saman, BANERJEE Deep, KIMIZUKA Kouki, TANAKA Yuichiro, USAMI Yuki. Physical Reservoir Computing Devices Utilizing Nanomaterial Random Network and Its Sensing Application. Vacuum and Surface Science. 2024. 67. 9. 428-432
  • Mizutani A., Tanaka Y., Tamukoh H., Nomura O., Tateno K., Morie T. A Hippocampus-Inspired Environment-Specific Knowledge Acquisition System Utilizing Common Knowledge with Contextual Information. Proceedings of the International Joint Conference on Neural Networks. 2024
  • TANAKA Yuichiro, TAMUKOH Hakaru. Reservoir-based 1D convolution: low-training-cost AI. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2024. advpub. 0. 941-944
  • Hirayae S., Yoshioka K., Yokota A., Kawashima I., Tanaka Y., Katori Y., Nomura O., Morie T., Tamukoh H. Enhancing Memory Capacity of Reservoir Computing with Delayed Input and Efficient Hardware Implementation with Shift Registers. Proceedings - IEEE International Symposium on Circuits and Systems. 2024
ｍore...
MISC (9)：
  • Kosei Isomoto, Yuga Yano, Yuichiro Tanaka, Hakaru Tamukoh. Robust Trash Can Lid Opening System. The 4th International Symposium on Neuromorphic AI Hardware. 2022. 46-46
  • Akinobu Mizutani, Ichiro Kawashima, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie. Hardware-oriented Brain-inspired Model with Memory Accumulation and Recall Functions to Generate Actions of Home Service Robots. The 4th International Symposium on Neuromorphic AI Hardware. 2022. 44-44
  • Ryosuke Ishibashi, Takumi Nakamura, Noriko Sato, Takeshi Ishihara, Yuichiro Tanaka, Hakaru Tamukoh, Terumasa Tokunaga. Resorvoir-based neuron model to emulate cellular neural activity responding to odor in C. elegans. The 4th International Symposium on Neuromorphic AI Hardware. 2022. 42-42
  • Arie Rachmad Syulistyo, Yuichiro Tanaka, Hakaru Tamukoh. Deep Learning Method on Word Level American Sign Language Recognition from Video. The 4th International Symposium on Neuromorphic AI Hardware. 2022. 28-28
  • Yuki Usami, Yuichiro Tanaka, Takumi Kotooka, Hakaru Tamukoh, Hirofumi Tanaka. Material computing based on electrochemical dynamics. The 4th International Symposium on Neuromorphic AI Hardware. 2022. 6-6
ｍore...
Patents (6)：
  • 情報処理装置、及び情報処理方法
  • 情報処理装置、及び情報処理方法
  • 制御装置及びそれを具備する要求処理システム
  • 情報処理装置及び情報処理方法
  • 情報処理装置、情報処理方法、及びプログラム
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Books (1)：
  • 高位合成によるFPGA回路設計
    森北出版 2022 ISBN:9784627787414
Lectures and oral presentations  (56)：
  • 記憶読み出しの頻度を考慮したホームサービスロボット向けエピソード記憶システム
    (第34回日本神経回路学会全国大会)
  • 記憶読み出しの頻度を考慮した脳型記憶システムのFPGA実装
    (cross-disciplinary workshop on computing systems, infrastructures, and programming (xSIG) 2024)
  • [記念講演] 大規模言語モデルと海馬モデルによる ホームサービスロボット向け知識獲得システム
    (電子情報通信学会スマートインフォメディアシステム研究会 2024)
  • Reinforcement Learning of Two Continuous Tasks by Reservoir Computing with Multiple Readouts
    (The 5th International Symposium on Neuromorphic AI Hardware)
  • Integration of Cropped Image and Skeleton Information for Hand Waving Recognition by Reservoir Computing
    (The 5th International Symposium on Neuromorphic AI Hardware)
ｍore...
Education (3)：
  • 2018 - 2021 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Life Science and Systems Engineering
  • 2016 - 2018 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems
  • 2012 - 2016 Kyushu Institute of Technology School of Engineering Department of Electrical Engineering and Electronics
Professional career (3)：
  • Doctor of Engineering (Kyushu Institute of Technology)
  • Master of Engineering (Kyushu Institute of Technology)
  • Bachelor of Engineering (Kyushu Institute of Technology)
Work history (4)：
  • 2024/04 - 現在 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems Associate Professor
  • 2021/04 - 現在 Kyushu Institute of Technology Organization for Promotion of Research and Open Innovation Research Center for Neuromorphic AI Hardware Assistant Professor
  • 2022/04 - 2024/03 Kyushu Institute of Technology Advanced Research and Social Cooperation Headquarters Research Center for Neuromorphic AI Hardware Assistant Professor
  • 2019/04 - 2021/03 独立行政法人日本学術振興会 日本学術振興会特別研究員
Committee career (12)：
  • 2023/06 - 現在 電子情報通信学会スマートインフォメディアシステム研究会 幹事補佐
  • 2022/11 - 現在 電子情報通信学会スマートインフォメディアシステム研究会研究専門委員会 専門委員
  • 2024/11 - 2024/11 Special Organized Session on Neuromorphic AI Models, Materials, Circuits, and Applications, SAES2024 Special Technical Sessions Program Chairs
  • 2023/12 - 2024/10 Special Section on Recent Progress in Neuromorphic AI Hardware, NOLTA, IEICE Guest Secretary
  • 2024/06 - 2024/06 Special Session on Neuromorphic/Brainmorphic AI models, Hardware and Applications, IJCNN2024 Special Session Chairs
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Awards (63)：
  • 2024/07 - RoboCup Federation RoboCup 2024 Eindhoven @Home Robo-host (Party-Host highest score in Stage I tasks) First Place
  • 2024/07 - RoboCup Federation RoboCup 2024 Eindhoven @Home GPSR Overbot (Best in GPSR & EGPSR) First Place
  • 2024/07 - RoboCup Federation RoboCup 2024 Eindhoven @Home Smoothest, Safest Navigation Award First Place
  • 2024/07 - RoboCup Federation RoboCup 2024 Eindhoven @Home Robo-butler (Housekeeper highest score in Stage II tasks) First Place
  • 2024/07 - RoboCup Federation RoboCup 2024 Eindhoven @Home Domestic Standard Platform League 1st Place
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Association Membership(s) (4)：
The RoboCup Japanese Regional Committee ,  電子情報通信学会 ,  日本神経回路学会 ,  IEEE
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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