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Tanaka Yuichiro  田中 悠一朗

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Yuichiro Tanaka  田中 悠一朗

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Researcher Number 70911288
Other IDs
Affiliation (Current) 2025: 九州工業大学, 大学院生命体工学研究科, 准教授
Affiliation (based on the past Project Information) *help 2024: 九州工業大学, 大学院生命体工学研究科, 准教授
2021 – 2023: 九州工業大学, ニューロモルフィック AI ハードウェア研究センター, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61040:Soft computing-related / 1002:Human informatics, applied informatics and related fields
Except Principal Investigator
Basic Section 61040:Soft computing-related
Keywords
Principal Investigator
ハードウェア / ロボット / 脳型人工知能 / 扁桃体 / 海馬 / レザバーコンピューティング / 身体性
Except Principal Investigator
ロボカップ / 大規模言語モデル / ニューロモルフィック … More / 集積回路 / 半導体 / FPGA / レザバーコンピューティング / ディジタルハードウェア / ホームサービスロボット / 時空間領域 / 脳型計算機システム Less
  • Research Projects

    (3 results)
  • Research Products

    (47 results)
  • Co-Researchers

    (6 People)
  •  An embedded brain-like computer system in spatio-temporal domain and its application to a home service robot

    • Principal Investigator
      田向 権
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      Kyushu Institute of Technology
  •  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Principal Investigator

    • Principal Investigator
      田中 悠一朗
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61040:Soft computing-related
    • Research Institution
      Kyushu Institute of Technology
  •  A brain-inspired AI Hardware acquiring memory of individual episodes obtained from bodies and its hardware implementationPrincipal Investigator

    • Principal Investigator
      Yuichiro Tanaka
    • Project Period (FY)
      2021 – 2022
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Review Section
      1002:Human informatics, applied informatics and related fields
    • Research Institution
      Kyushu Institute of Technology

All 2024 2023 2022 2021

All Journal Article Presentation Patent

  • [Journal Article] Reservoir-Based 1D Convolution: Low-Training-Cost AI2024

    • Author(s)
      TANAKA Yuichiro、TAMUKOH Hakaru
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: E107.A Issue: 6 Pages: 941-944

    • DOI

      10.1587/transfun.2023EAL2050

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2024-06-01
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K18495, KAKENHI-PROJECT-22K17968, KAKENHI-PROJECT-23K28158
  • [Journal Article] Self-Organizing Multiple Readouts for Reservoir Computing2023

    • Author(s)
      Tanaka Yuichiro、Tamukoh Hakaru
    • Journal Title

      IEEE Access

      Volume: 11 Pages: 138839-138849

    • DOI

      10.1109/access.2023.3340311

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K18495, KAKENHI-PROJECT-22K17968, KAKENHI-PROJECT-23K28158
  • [Journal Article] Random network device fabricated using Ag2 Se nanowires for data augmentation with binarized convolutional neural network2023

    • Author(s)
      Takumi Kotooka, Yuichiro Tanaka, Hakaru Tamukoh, Yuki Usami, Hirofumi Tanaka
    • Journal Title

      Applied Physics Express

      Volume: 16 Issue: 1 Pages: 014002-014002

    • DOI

      10.35848/1882-0786/acae6a

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K14527, KAKENHI-PROJECT-22KJ2493, KAKENHI-PROJECT-21K21318, KAKENHI-PROJECT-23K23168, KAKENHI-PROJECT-23K18495
  • [Journal Article] Reservoir-based convolution2022

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Journal Title

      NOLTA

      Volume: 13 Issue: 2 Pages: 397-402

    • DOI

      10.1587/nolta.13.397

    • ISSN
      2185-4106
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Patent] 制御装置及びそれを具備する要求処理システム2023

    • Inventor(s)
      水谷 彰伸,田向 権,田中 悠一朗
    • Industrial Property Rights Holder
      水谷 彰伸,田向 権,田中 悠一朗
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2023-170719
    • Filing Date
      2023
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Patent] 情報処理装置及び情報処理方法2023

    • Inventor(s)
      田中 悠一朗,田向 権
    • Industrial Property Rights Holder
      田中 悠一朗,田向 権
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2023-126569
    • Filing Date
      2023
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Patent] 情報処理装置、情報処理方法、及びプログラム2021

    • Inventor(s)
      田中 悠一朗,田向 権
    • Industrial Property Rights Holder
      田中 悠一朗,田向 権
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2021-202492
    • Filing Date
      2021
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Development of a SayCan-based task planning system capable of handling abstract nouns2024

    • Author(s)
      Kosei Yamao, Daiju Kanaoka, Kosei Isomoto, Akinobu Mizutani, Yuichiro Tanaka, and Hakaru Tamukoh
    • Organizer
      The 2024 International Conference on Artificial Life and Robotics (ICAROB2024)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] A Low Computational Cost Hand Waving Action Recognition System with Echo State Network for Home Service Robots2024

    • Author(s)
      Hiromasa Yamaguchi, Akinobu Mizutani, Arie Rachmad Syulistyo, Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 2024 International Conference on Artificial Life and Robotics (ICAROB2024)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] [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2024

    • Author(s)
      水谷 彰伸,田中 悠一朗,田向 権,立野 勝巳,野村 修,森江 隆
    • Organizer
      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
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] American Sign Language Recognition by Reservoir Computing with a Combination of Multi-reservoir and Self-organizing Multi-readout2024

    • Author(s)
      Arie Rachmad Syulistyo, Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 5th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Integration of Cropped Image and Skeleton Information for Hand Waving Recognition by Reservoir Computing2024

    • Author(s)
      Hiromasa Yamaguchi, Akinobu Mizutani, Arie Rachmad Syulistyo, Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 5th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Reinforcement Learning of Two Continuous Tasks by Reservoir Computing with Multiple Readouts2024

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 5th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] A Brain-Inspired Artificial Intelligence Model to Acquire Positive and Negative Episodes with Hippocampal Replay Function2024

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
    • Organizer
      The 5th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Application of in-material reservoirs for edge computing: In-material-reservoir-based convolutional neural network2024

    • Author(s)
      Yuichiro Tanaka
    • Organizer
      The 22nd International Symposium on Eco-materials Processing and Design (ISEPD2024)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Application of a Hippocampus-inspired Model toward Episodic Memory-based Navigation for Autonomous Mobile Robots2024

    • Author(s)
      Kosei Isomoto, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
    • Organizer
      The 5th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] A hippocampus-inspired memory model with an accumulation function through place representation planes for digital VLSI implementation2024

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, and Takashi Morie
    • Organizer
      The 12th RIEC International Symposium on Brain Functions and Brain Computer (BFBC 2024)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Ensemble Learning of Multiple Readouts for Reservoir Computing2023

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] In-Material Reservoir Implementation of reservoir-Based Convolution2023

    • Author(s)
      Yuichiro Tanaka, Yuki Usami, Hirofumi Tanaka, Hakaru Tamukoh
    • Organizer
      IEEE International Symposium on Circuits and Systems (ISCAS2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] FPGA Implementation of a Chaotic Boltzmann Machine Annealer2023

    • Author(s)
      Kanta Yoshioka, Yuichi Katori, Yuichiro Tanaka, Osamu Nomura, Takashi Morie and Hakaru Tamukoh
    • Organizer
      International Joint Conference on Neural Networks (IJCNN2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28158
  • [Presentation] Multiple memory accumulation and recall by a hippocampus model reflecting emotional values2023

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
    • Organizer
      The 11th RIEC International Symposium on Brain Functions and Brain Computer (BFBC2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Traffic Flow Optimization using a Chaotic Boltzmann Machine Annealer on an FPGA2023

    • Author(s)
      Kanta Yoshioka, Yuichiro Tanaka and Hakaru Tamukoh
    • Organizer
      2023 International Conference on Field-Programmable Technology (FPT'23)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28158
  • [Presentation] LUTNet-RC: Look-Up Tables Networks for Reservoir Computing on an FPGA2023

    • Author(s)
      Kanta Yoshioka, Yuichiro Tanaka and Hakaru Tamukoh
    • Organizer
      2023 International Conference on Field-Programmable Technology (FPT'23)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28158
  • [Presentation] In-Material Reservoir Implementation of reservoir-Based Convolution2023

    • Author(s)
      Yuichiro Tanaka, Yuki Usami, Hirofumi Tanaka Hakaru Tamukoh
    • Organizer
      IEEE International Symposium on Circuits and Systems (ISCAS2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] 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2023

    • Author(s)
      水谷 彰伸,田中 悠一朗,田向 権,立野 勝巳,野村 修,森江 隆
    • Organizer
      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
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Ensemble Learning of Multiple Readouts for Reservoir Computing2023

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28158
  • [Presentation] ホームサービスロボットのためのリザバーコンピューティングによる低計算コストの手振り認識システム2023

    • Author(s)
      山口 紘正,水谷 彰伸,アリ ラフマード シュリスティヨ,田中 悠一朗,田向権
    • Organizer
      第25回日本知能情報ファジィ学会九州支部学術講演会
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] レザバー計算によるエッジ指向AI2023

    • Author(s)
      田中 悠一朗
    • Organizer
      第12回産学連携オンラインセミナー】広域TLOが注目する!自動運転社会実装に向けた大学研究~位置測位精度・エッジ指向AI・インテリジェントタイヤ・車室内デザインなど~
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Robust Trash Can Lid Opening System2023

    • Author(s)
      Kosei Isomoto, Yuga Yano, Yuichiro Tanaka and Hakaru Tamukoh
    • Organizer
      2023 International Workshop on Smart Info-Media Systems in Asia (SISA2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28158
  • [Presentation] Reservoir computing in the matter based on electrochemical dynamics2022

    • Author(s)
      Yuki Usami, Yuichiro Tanaka, Hakaru Tamukoh, Takuya Matsumoto, van der Wiel W, Hirofumi Tanaka
    • Organizer
      16th International Conference on Nanostructured Materials (NANO2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] A Situation-dependent Navigation System by Brain-inspired Neural Networks with Hippocampus, Prefrontal Cortex, and Amygdala Functions2022

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Yuichi Katori, Katsumi Tateno and Takashi Morie
    • Organizer
      The 10th RIEC International Symposium on Brain Functions and Brain Computer
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] レザバー計算による組込み指向型音声分類システム2022

    • Author(s)
      田中 悠一朗,内野 壱星,大栗 一敦,田向 権
    • Organizer
      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
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Reservoir-based 1D convolution2022

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 4th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] ロボットの触覚の記憶獲得と記憶に基づいた違和感の検知2022

    • Author(s)
      徳野 将士,田中 悠一朗,川節 拓実,細田 耕,田向 権
    • Organizer
      第40回日本ロボット学会学術講演会
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] 海馬モデルによる経験の蓄積と想起に基づくホームサービスロボットの行動生成2022

    • Author(s)
      水谷彰伸,川島一郎,田中悠一朗,田向権,立野勝巳,野村修,森江隆
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Ag2Seナノワイヤネットワークインマテリオリザバーデバイスの音声分類2022

    • Author(s)
      琴岡 匠,Lilak Sam,Stieg A. Z.,Gimzewski J. K.,田中 悠一朗,田向 権,宇佐美 雄生,田中 啓文
    • Organizer
      第83回応用物理学会秋季学術講演会
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] 電気化学ダイナミクスリザバーを用いた分類用データ拡張2022

    • Author(s)
      宇佐美 雄生,田中 悠一朗,琴岡 匠,田向 権,田中 啓文
    • Organizer
      第83回応用物理学会秋季学術講演会
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Memory-based Action Planning Inspired by Hippocampal Replay2022

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Ichiro Kawashima, Hakaru Tamukoh, Katsumi Tateno, and Takashi Morie
    • Organizer
      The 3rd International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Hardware-oriented Brain-inspired Model with Memory Accumulation and Recall Functions to Generate Actions of Home Service Robots2022

    • Author(s)
      Akinobu Mizutani, Ichiro Kawashima, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
    • Organizer
      The 4th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Multiple memory accumulation and recall by a hippocampus model reflecting emotional values2022

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, and Takashi Morie
    • Organizer
      The 11th RIEC International Symposium on Brain Functions and Brain Computer
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17968
  • [Presentation] Material computing based on electrochemical dynamics2022

    • Author(s)
      Yuki Usami, Yuichiro Tanaka, Takumi Kotooka, Hakaru Tamukoh, Hirofumi Tanaka
    • Organizer
      The 4th International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] A Memory-based LSI Architecture for Entorhinal-hippocampal Model2022

    • Author(s)
      Osamu Nomura, Ichiro Kawashima, Seiji Uenohara, Yuichiro Tanaka, Akinobu Mizutani, Kensuke Takada, Katsumi Tateno, Hakaru Tamukoh, and Takashi Morie
    • Organizer
      The 3rd International Symposium on Neuromorphic AI Hardware
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Brain-inspired neural network navigation system with hippocampus, prefrontal cortex, and amygdala functions2021

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Yuichi Katori, Katsumi Tateno, and Takashi Morie
    • Organizer
      2021 International Symposium on Intelligent Signal Processing and Communication Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] Reservoir-based Convolutional Neural Network2021

    • Author(s)
      Yuichiro Tanaka, Hakaru Tamukoh
    • Organizer
      The 2021 NonLinear Science Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] 海馬・扁桃体・前頭前野の機能を統合した脳型AIハードウェア2021

    • Author(s)
      田中 悠一朗,田向 権,立野 勝巳,田中 啓文,森江 隆
    • Organizer
      第82回応用物理学会秋季学術講演会,AIアクセラレータ:人工知能デバイスの新展開
    • Invited
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] 柔軟接触センサを搭載したロボットハンドを用いたアクティブセンシングによる物体認識2021

    • Author(s)
      徳野 将士,田中 悠一朗,川節 拓実,細田 耕,田向 権
    • Organizer
      第39回日本ロボット学会学術講演会
    • Data Source
      KAKENHI-PROJECT-21K21318
  • [Presentation] A Data Collection System for Home Environment Adaptation of Service Robots2021

    • Author(s)
      Akinobu Mizutani, Yuichiro Tanaka and Hakaru Tamukoh
    • Organizer
      9th International Symposium on Applied Engineering and Sciences
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K21318
  • 1.  田向 権 (90432955)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 6 results
  • 2.  香取 勇一 (20557607)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 3.  PRAMANTA DINDA (50911393)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  末竹 規哲 (80334051)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  田中 啓文
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 6.  宇佐美 雄生
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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