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J-GLOBAL ID：200901058334045850   Update date: Nov. 14, 2024

Tanaka Hirofumi

タナカ ヒロフミ | Tanaka Hirofumi
Affiliation and department：
Kyushu Institute of Technology

About Kyushu Institute of Technology


Other affiliations (6)：
  • Kyushu Institute of Technology
  • Kyushu Institute of Technology  Research Center for Neuromorphic AI Hardware   Director
  • スラナリー工科大学  卓越教授
  • ベトナム国家大学 ホーチミン工科大学  招聘教授
  • Suranaree University of Technology  Distinguished Professor
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Homepage URL  (1)： http://www.brain.kyutech.ac.jp/~tanaka/index.html
Research field  (1)： Nanomaterials
Research keywords  (5)： reservoir computation device ,  neuromorphic AI hardware ,  graphene nanoribbon ,  carbon nanotube ,  brain device
Research theme for competitive and other funds  (29)：
  • 2022 - 2026 Development of materials reservoir devices consuming ultra-low energy consumpution utilized chemical dynamics of nanosystems
  • 2019 - 2024 Site-specific chemical adsorption on graphene nanoribbon toward active band-gap engineering
  • 2018 - 2023 光触媒/多波長吸収金属ナノワイヤーコアシェルアレイによる可視光利用高効率水素生成
  • 2019 - 2022 Elucidation of the Unzip Mechanism to Form Single-layer Graphene Nanoribbons and the Creation of Innovative Functions
  • 2020 - 2022 次世代人工知能のための海馬機能の集積回路化に向けたナノ構造メモリ素子・回路の研究
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Papers (136)：
  • 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
  • Ken Arita, Tenma Ueda, Edmund Soji Otabe, Yuki Usami, Hirofumi Tanaka, Tetsuya Matsuno. A new physical reservoir using the complex dynamics of electric fields in type-II superconductors containing pinning centers interacting with quantized magnetic flux lines. Physica C: Superconductivity and its Applications. 2024. 622. 1354522-1354522
  • Shubham Sharma, Manish Pandey, Shuichi Nagamatsu, Hirofumi Tanaka, Kazuto Takashima, Masakazu Nakamura, Shyam S. Pandey. High-Density, Nonvolatile, Flexible Multilevel Organic Memristor Using Multilayered Polymer Semiconductors. ACS Applied Materials and Interfaces. 2024. 16. 17. 22282-22293
  • Oradee Srikimkaew, Deep Banerjee, Saman Azhari, Yuki Usami, Hirofumi Tanaka. High Performance of an In-Material Reservoir Computing Device Achieved by Complex Dynamics in a Nanoparticle Random Network Memristor. ACS Applied Electronic Materials. 2024. 6. 2. 688-695
  • Thien Tan Dang, Oradee Srikimkaew, Deep Banerjee, Saman Azhari, Yuki Usami, Hirofumi Tanaka. Effect of nonlinearity induced by atomic switch in Ag/Ag2S nanoparticles on performance of in-materio reservoir computing. Applied Physics Letters. 2024. 124. 9
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MISC (21)：
  • SRIKIMKAEW Oradee, AZHARI Saman, BANERJEE Deep, USAMI Yuki, TANAKA Hirofumi. Synaptic plasticity in nanoparticle networks-based atomic switch. ナノ学会大会講演予稿集. 2023. 21st (Web)
  • 君塚紘喜, AZHARI Saman, AZHARI Saman, 池本周平, 池本周平, 宇佐美雄生, 宇佐美雄生, 田中啓文, 田中啓文. Reservoir inspired in-sensor computing device made of CNT-PDMS nanocomposites. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2023. 70th
  • 君塚紘喜, AZHARI Saman, AZHARI Saman, 池本周平, 池本周平, 宇佐美雄生, 宇佐美雄生, 田中啓文, 田中啓文. Reservoir inspired in-sensor computing device made of CNT-PDMS nanocomposites. 応用物理学会秋季学術講演会講演予稿集(CD-ROM). 2023. 84th
  • AZHARI Saman, KIMIZUKA Kouki, MEHES Gabor, USAMI Yuki, HAYASHI Yasuhiko, TANAKA Hirofumi, MIYAKE Takeo. The utilization of piezo-impedance properties of porous MWCNTs-PDMS nanocomposite for remote sensing via wireless power transmission technology. 応用物理学会秋季学術講演会講演予稿集(CD-ROM). 2023. 84th
  • AZHARI Saman, JEE BANER Deep, USAMI Yuki, TANAKA Hirofumi. Three-dimensional network topology for in-materio reservoir computing. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2022. 69th
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Books (1)：
  • 分子アーキテクトニクス~単分子技術が開く新たな機能~
    日本化学会 2018
Lectures and oral presentations  (22)：
  • Reservoir computing device composed by chemical dynamics
    (UCLA Physical Chemistry seminar series 2021)
  • Nanoparticle Network as an Effective In-Materio Reservoir Computing Device
    (ISASE2021 2021)
  • Nanoparticle Network as an Effective In-Materio Reservoir Computing Device
    (ISASE2021 2021)
  • Random network structure of materials developing next generation AI devices for autonomous systems
    (IUMRS-ICA2021 2021)
  • Recent Development of Neuromorphic AI Hardware
    (The 14th International collaboration Symposium on Information, Production and Systems (ISIPS 2020) 2020)
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Works (20)：
  • 強相関電子材料のドメイン界面における異常配位環境を利用した新奇機能性開拓
    2017 - 2020
  • 自動トマト収穫ロボット搭載用の熟れ度検出のための革新的触覚センサーと機械学習自動判別システムの開発研究
    2018 - 2019
  • アンジップ単層グラフェンナノリボンの革新的エッジエンジニアリング
    2015 - 2018
  • パルス発生する負性抵抗素子カーボンナノチューブネットワークの脳型情報処理への応用
    2015 - 2017
  • 原子圧縮制御型分子シナプス素子の開発
    2017 -
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Professional career (2)：
  • 博士(工学) (大阪大学)
  • Doctor of Engineering (Osaka University)
Work history (13)：
  • 2020/04 - 現在 Kyushu Institute of Technology Research Center for Neuromorphic AI Hardware Director
  • 2019/11/19 - 現在 Suranaree University of Technology Distinguished Professor
  • 2018/05/01 - 現在 Vietnam National University Ho Chi Minh City University of Technology Invited Professor
  • 2014/04/01 - 現在 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems Professor
  • 2018/04/01 - 2020/03/31 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems Department Chair
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Committee career (4)：
  • 2020/11/01 - 現在 International Microprocesses and Nanotechnology Conference セッションサブヘッド
  • 2019/11/01 - 現在 分子アーキテクトニクス研究会 会長
  • 2017/04/01 - 現在 IMAA Comittee member
  • 2014/04/01 - 2018/03/31 応用物理学会 プログラム編集委員
Awards (2)：
  • 2019/10/25 - ACSIN-24 & ICSPM26合同国際会議 Student Award
  • 2017/11/16 - SAES2017 ポスター賞
Association Membership(s) (6)：
応用物理学会 ,  日本表面真空学会 ,  応用物理学会 分子バイオエレクトロニクス分科会 ,  IEEE ,  ナノ学会 ,  IMAA
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