Nakajima Kohei 中嶋浩平

Researcher Number	10740251
Other IDs
Affiliation (Current)	2025: 東京大学, 大学院情報理工学系研究科, 准教授
Affiliation (based on the past Project Information) *help	2019 – 2025: 東京大学, 大学院情報理工学系研究科, 准教授 2017 – 2019: 東京大学, 大学院情報理工学系研究科, 特任准教授 2016: 京都大学, 白眉センター, 特定助教 2014 – 2015: 京都大学, 白眉センター, 助教
Review Section/Research Field	Principal Investigator Kansei informatics / Medium-sized Section 61:Human informatics and related fields / Basic Section 61050:Intelligent robotics-related / Complex systems Except Principal Investigator Medium-sized Section 61:Human informatics and related fields / Medium-sized Section 90:Biomedical engineering and related fields / Complex systems / Mathematical Sciences in Search of New Cooperation
Keywords	Principal Investigator リカレントニューラルネットワーク / レザバーコンピューティング / カオス / 大自由度力学系 / 機械学習 / 非線形力学系 / ファラデー波 / flexible devices / soft robots / physical deep learning … More / physical reservoir / reservoir computing / 情報理論 / フレキシブルセンサー / リザバーコンピューティング / test / フレキシブルセンサ / ソフトロボット / タコ / ソフトロボティクス / 物理リザバー計算 / リザバー計算 / ソフトマテリアル / ニューラルネットワーク / レザバー計算 / 流体 / フィジカルレザバーコンピューティング … More Except Principal Investigator レザバー計算 / リザバー / 電気刺激 / 浮遊運動の制御 / クラゲ / Motion Hacking / 電気刺激装置 / 3次元計測 / 計測介入システム / フレキシブルセンサ / エッジシステム / センサ / 健康管理 / リザバーコンピューティング / フレキシブルデバイス / 操作 / スキル / アフォーダンス / reservoir computing / dexterity / agency / goal-directed system / 発達 / 環境 / 操作スキル / リザバー計算 / 目的志向性 / 柔軟性 / 知能 / 知覚学習 / 点字 / 学習 / 身体性 / 探索 / ソフトロボット / アウトリーチ / 人材育成 / 国際連携 / 異分野融合 / ソフトロボット学 / バイオメカニズム / ソフトコンピューティング / ソフトマテリアル / ソフトアクチュエータ / ソフトメカニズム / ロボティクス / 非線形 / 神経科学 / 数理科学 / 数理工学 / 力学系 / ネットワーク結合力学系 / 情報量最大化 / ニューラルネットワーク / レザバー計算機 / 非線形力学系 / カオス Less

Deep physical reservoir computing for soft machines: theory and implementationPrincipal Investigator
- Principal Investigator
  
  中嶋浩平
- Project Period (FY)
  2025 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  The University of Tokyo
Soft adaptive joint via physical reservoir computing for robust humanoid walkingPrincipal Investigator
- Principal Investigator
  
  中嶋浩平
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for JSPS Fellows
- Review Section
  
  Basic Section 61050:Intelligent robotics-related
- Research Institution
  The University of Tokyo
Understanding and Control of Swimming Motion in Jerryfish via Motion Hacking
- Principal Investigator
  
  大脇大
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Tohoku University
Continuous healthcare sensor patch with immediate data analysis function
- Principal Investigator
  
  竹井邦晴
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 90:Biomedical engineering and related fields
- Research Institution
  Hokkaido University
Perceptual Information Made Available by Haptic Exploration: An Ecological Perspective
- Principal Investigator
  
  野中哲士
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Kobe University
Breaking through information processing limits by combining soft dynamics and flexible sensor technologyPrincipal Investigator
- Principal Investigator
  
  NAKAJIMA Kohei
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  The University of Tokyo
Science of Soft Robot
- Principal Investigator
  
  Suzumori Koichi
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Tokyo Institute of Technology
Theory and Implementation of Reservoir Computing Utilizing Non-Chaotic Strange Tractors
- Principal Investigator
  
  Aoyagi Toshio
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Mathematical Sciences in Search of New Cooperation
- Research Institution
  Kyoto University
Implementation of Physical Liquid State Machine Based on Faraday WavesPrincipal Investigator
- Principal Investigator
  
  Nakajima Kohei
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Kansei informatics
- Research Institution
  The University of Tokyo
  Kyoto University
流体計算機の構想Principal Investigator
- Principal Investigator
  
  中嶋浩平
- Project Period (FY)
  2014
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Kansei informatics
- Research Institution
  Kyoto University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation Book Patent

[Book] ソフトロボット学入門2023
- Author(s)
  新学術領域「ソフトロボット学」研究班日本ロボット学会、鈴森康一、中嶋浩平、新山龍馬、舛屋賢
- Total Pages
  320
- Publisher
  オーム社
- ISBN
  9784274229985
- Data Source
  KAKENHI-PLANNED-18H05472
[Book] Reservoir Computing---Theory, Physical Implementations, and Applications2021
- Author(s)
  Kohei Nakajima, Ingo Fischer
- Total Pages
  458
- Publisher
  Springer Singapore
- ISBN
  9789811316869
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Embedding Bifurcations into Pneumatic Artificial Muscle2024
- Author(s)
  Akashi Nozomi、Kuniyoshi Yasuo、Jo Taketomo、Nishida Mitsuhiro、Sakurai Ryo、Wakao Yasumichi、Nakajima Kohei
- Journal Title
  
  Advanced Science
  
  Volume: 2304402 Issue: 25
- DOI
  10.1002/advs.202304402
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K18472, KAKENHI-PROJECT-22KJ1786, KAKENHI-PROJECT-21KK0182
[Journal Article] “RobOstrich” Manipulator: A Novel Mechanical Design and Control Based on the Anatomy and Behavior of an Ostrich Neck2023
- Author(s)
  Nakano Kazashi、Gunji Megu、Ikeda Masahiro、Or Keung、Ando Mitsuhito、Inoue Katsuma、Mochiyama Hiromi、Nakajima Kohei、Niiyama Ryuma、Kuniyoshi Yasuo
- Journal Title
  
  IEEE Robotics and Automation Letters
  
  Volume: 8 Issue: 5 Pages: 3062-3069
- DOI
  10.1109/lra.2023.3265301
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19890, KAKENHI-PROJECT-22K14216, KAKENHI-PLANNED-18H05466, KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-22K21295
[Journal Article] Computational capability of ecological dynamics2023
- Author(s)
  Ushio Masayuki、Watanabe Kazufumi、Fukuda Yasuhiro、Tokudome Yuji、Nakajima Kohei
- Journal Title
  
  Royal Society Open Science
  
  Volume: 10 Issue: 4 Pages: 221614-221614
- DOI
  10.1098/rsos.221614
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20H03323
[Journal Article] A mechanical true random number generator2022
- Author(s)
  Akashi Nozomi、Nakajima Kohei、Shibayama Mitsuru、Kuniyoshi Yasuo
- Journal Title
  
  New Journal of Physics
  
  Volume: 24 Issue: 1 Pages: 013019-013019
- DOI
  10.1088/1367-2630/ac45ca
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-18K03366
[Journal Article] A Coupled Spintronics Neuromorphic Approach for High-Performance Reservoir Computing2022
- Author(s)
  Nozomi Akashi, Yasuo Kuniyoshi, Sumito Tsunegi, Tomohiro Taniguchi, Mitsuru Nishida, Ryo Sakurai, Yasumichi Wakao, Kenji Kawashima, Kohei Nakajima
- Journal Title
  
  Advanced Intelligent Systems
  
  Volume: 4 Issue: 10 Pages: 2200123-2200123
- DOI
  10.1002/aisy.202200123
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ1786, KAKENHI-PLANNED-18H05472
[Journal Article] Noise-induced synchronization of spin-torque oscillators2022
- Author(s)
  Y. Imai, S. Tsunegi, K. Nakajima, and T. Taniguchi
- Journal Title
  
  Physical Review B
  
  Volume: 105 Issue: 22 Pages: 224407-224407
- DOI
  10.1103/physrevb.105.224407
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H05655, KAKENHI-PLANNED-18H05472
[Journal Article] Continuum-Body-Pose Estimation From Partial Sensor Information Using Recurrent Neural Networks2022
- Author(s)
  Tanaka Kazutoshi、Minami Yuna、Tokudome Yuji、Inoue Katsuma、Kuniyoshi Yasuo、Nakajima Kohei
- Journal Title
  
  IEEE Robotics and Automation Letters
  
  Volume: 7 Issue: 4 Pages: 11244-11251
- DOI
  10.1109/lra.2022.3199034
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Transient chaos in bidirectional encoder representations from transformers2022
- Author(s)
  Inoue Katsuma、Ohara Soh、Kuniyoshi Yasuo、Nakajima Kohei
- Journal Title
  
  Physical Review Research
  
  Volume: 4 Issue: 1 Pages: 013204-013204
- DOI
  10.1103/physrevresearch.4.013204
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20J12815
[Journal Article] Durable Pneumatic Artificial Muscles with Electric Conductivity for Reliable Physical Reservoir Computing2022
- Author(s)
  Sakurai Ryo、Nishida Mitsuhiro、Jo Taketomo、Wakao Yasumichi、Nakajima Kohei
- Journal Title
  
  Journal of Robotics and Mechatronics
  
  Volume: 34 Issue: 2 Pages: 240-248
- DOI
  10.20965/jrm.2022.p0240
- ISSN
  0915-3942, 1883-8049
- Year and Date
  2022-04-20
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Physics-informed recurrent neural networks for soft pneumatic actuators2022
- Author(s)
  Wentao Sun, Nozomi Akashi, Yasuo Kuniyoshi, Kohei Nakajima
- Journal Title
  
  IEEE Robotics and Automation Letters
  
  Volume: 7 Issue: 3 Pages: 6862-6869
- DOI
  10.1109/lra.2022.3178496
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ1786, KAKENHI-PLANNED-18H05472
[Journal Article] Performance of reservoir computing in a random network of single-walled carbon nanotubes complexed with polyoxometalate2022
- Author(s)
  Akai-Kasaya Megumi、Takeshima Yuki、Kan Shaohua、Nakajima Kohei、Oya Takahide、Asai Tetsuya
- Journal Title
  
  Neuromorphic Computing and Engineering
  
  Volume: 2 Issue: 1 Pages: 014003-014003
- DOI
  10.1088/2634-4386/ac4339
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-19H02545
[Journal Article] A Multitasking Flexible Sensor via Reservoir Computing2022
- Author(s)
  Wakabayashi Seiji、Arie Takayuki、Akita Seiji、Nakajima Kohei、Takei Kuniharu
- Journal Title
  
  Advanced Materials
  
  Volume: 34 Issue: 26 Pages: 2201663-2201663
- DOI
  10.1002/adma.202201663
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-22H00594
[Journal Article] Physical deep learning with biologically inspired training method:?gradient-free approach for physical hardware2022
- Author(s)
  Nakajima Mitsumasa、Inoue Katsuma、Tanaka Kenji、Kuniyoshi Yasuo、Hashimoto Toshikazu、Nakajima Kohei
- Journal Title
  
  Nature Communications
  
  Volume: 13 Issue: 1 Pages: 7847-7847
- DOI
  10.1038/s41467-022-35216-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K21295, KAKENHI-PLANNED-18H05472
[Journal Article] Behavioral Diversity Generated From Body?Environment Interactions in a Simulated Tensegrity Robot2022
- Author(s)
  Terajima Ryo、Inoue Katsuma、Yonekura Shogo、Nakajima Kohei、Kuniyoshi Yasuo
- Journal Title
  
  IEEE Robotics and Automation Letters
  
  Volume: 7 Issue: 2 Pages: 1597-1604
- DOI
  10.1109/lra.2021.3139083
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20J12815
[Journal Article] Unifying framework for information processing in stochastically driven dynamical systems2021
- Author(s)
  Kubota Tomoyuki、Takahashi Hirokazu、Nakajima Kohei
- Journal Title
  
  Physical Review Research
  
  Volume: 3 Issue: 4 Pages: 043135-043135
- DOI
  10.1103/physrevresearch.3.043135
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20H04252
[Journal Article] Skeletonizing the Dynamics of Soft Continuum Body from Video2021
- Author(s)
  Inoue Katsuma、Kuniyoshi Yasuo、Kagaya Katsushi、Nakajima Kohei
- Journal Title
  
  Soft Robotics
  
  Volume: - Issue: 2 Pages: 201-211
- DOI
  10.1089/soro.2020.0110
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K19336, KAKENHI-PLANNED-18H05472, KAKENHI-PUBLICLY-19H05330, KAKENHI-PROJECT-20J12815
[Journal Article] Self‐Organization of Remote Reservoirs: Transferring Computation to Spatially Distant Locations2021
- Author(s)
  Tanaka Kazutoshi、Tokudome Yuji、Minami Yuna、Honda Satoko、Nakajima Toshiki、Takei Kuniharu、Nakajima Kohei
- Journal Title
  
  Advanced Intelligent Systems
  
  Volume: 4 Issue: 3 Pages: 2100166-2100166
- DOI
  10.1002/aisy.202100166
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K14936, KAKENHI-PLANNED-18H05472
[Journal Article] Simple reservoir computing capitalizing on the nonlinear response of materials: theory and physical implementations2021
- Author(s)
  S. Kan, K. Nakajima, Y. Takeshima, T. Asai, Y. Kuwahara, M. Akai-Kasaya
- Journal Title
  
  Physical Review Applied
  
  Volume: 15 Issue: 2 Pages: 024030-024030
- DOI
  10.1103/physrevapplied.15.024030
- NAID
  120007036444
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-18H01814, KAKENHI-PROJECT-18H03302, KAKENHI-PROJECT-19K22877
[Journal Article] Object Recognition Using the Deformation Dynamics of Polyurethane Foam2021
- Author(s)
  Y. Wakao, R. Sakurai, H. Kitano, K. Nakajima
- Journal Title
  
  Proceedings of 2021 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Chaos in spin-torque oscillator with feedback circuit2021
- Author(s)
  Kamimaki Akira、Kubota Tomoyuki、Tsunegi Sumito、Nakajima Kohei、Taniguchi Tomohiro、Grollier Julie、Cros Vincent、Yakushiji Kay、Fukushima Akio、Yuasa Shinji、Kubota Hitoshi
- Journal Title
  
  Physical Review Research
  
  Volume: 3 Issue: 4 Pages: 043216-043216
- DOI
  10.1103/physrevresearch.3.043216
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Physical Implementation of Reservoir Computing through Electrochemical Reaction2021
- Author(s)
  Kan Shaohua、Nakajima Kohei、Asai Tetsuya、Akai‐Kasaya Megumi
- Journal Title
  
  Advanced Science
  
  Volume: 9 Issue: 6 Pages: 2104076-2104076
- DOI
  10.1002/advs.202104076
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K22877, KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-22KJ0091, KAKENHI-PROJECT-18H01814
[Journal Article] Wearable Tactile Sensor Suit for Natural Body Dynamics Extraction: Case Study on Posture Prediction Based on Physical Reservoir Computing2021
- Author(s)
  Sumioka Hidenobu、Nakajima Kohei、Sakai Kurima、Minato Takashi、Shiomi Masahiro
- Journal Title
  
  Proceedings of 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  
  Volume: - Pages: 9481-9488
- DOI
  10.1109/iros51168.2021.9636194
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Generalization Capability of Mixture Estimation Model for Peristaltic Continuous Mixing Conveyor2021
- Author(s)
  Oshino Sana、Nishihama Rie、Wakamatsu Kota、Inoue Katsuma、Matsui Daisuke、Okui Manabu、Nakajima Kohei、Kuniyoshi Yasuo、Nakamura Taro
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 138866-138875
- DOI
  10.1109/access.2021.3112614
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PUBLICLY-21H00329, KAKENHI-PROJECT-20J12815
[Journal Article] Physical reservoir computing in a soft swimming robot2021
- Author(s)
  Horii Yuta、Inoue Katsuma、Nishikawa Satoshi、Nakajima Kohei、Niiyama Ryuma、Kuniyoshi Yasuo
- Journal Title
  
  Proceedings of the ALIFE 2021: The 2021 Conference on Artificial Life
  
  Volume: - Pages: 92-101
- DOI
  10.1162/isal_a_00426
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Performance Improvement of FORCE Learning for Chaotic Echo State Networks2021
- Author(s)
  Wu Ruihong、Nakajima Kohei、Pan Yongping
- Journal Title
  
  In: Mantoro, T., Lee, M., Ayu, M.A., Wong, K.W., Hidayanto, A.N. (eds) Neural Information Processing. ICONIP 2021. Lecture Notes in Computer Science, vol 13109. Springer, Cham.
  
  Volume: - Pages: 262-272
- DOI
  10.1007/978-3-030-92270-2_23
- ISBN
  9783030922696, 9783030922702
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Twin vortex computer in fluid flow2021
- Author(s)
  Goto Ken、Nakajima Kohei、Notsu Hirofumi
- Journal Title
  
  New Journal of Physics
  
  Volume: 23 Issue: 6 Pages: 063051-063051
- DOI
  10.1088/1367-2630/ac024d
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20KK0058, KAKENHI-PROJECT-18H01135, KAKENHI-PROJECT-23K20226, KAKENHI-PROJECT-21H04431
[Journal Article] Physics-informed reservoir computing with autonomously switching readouts: a case study in pneumatic artificial muscles2021
- Author(s)
  W. Sun, N. Akashi, Y. Kuniyoshi, K. Nakajima
- Journal Title
  
  Proceedings of 2021 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Flapping‐Wing Dynamics as a Natural Detector of Wind Direction2020
- Author(s)
  Tanaka Kazutoshi、Yang Shih-Hsin、Tokudome Yuji、Minami Yuna、Lu Yuyao、Arie Takayuki、Akita Seiji、Takei Kuniharu、Nakajima Kohei
- Journal Title
  
  Advanced Intelligent Systems
  
  Volume: 3 Issue: 2 Pages: 2000174-2000174
- DOI
  10.1002/aisy.202000174
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K14936, KAKENHI-PLANNED-18H05472
[Journal Article] Effect of recurrent infomax on the information processing capability of input-driven recurrent neural networks2020
- Author(s)
  Takuma Tanaka, Kohei Nakajima and Toshio Aoyagi
- Journal Title
  
  Neuroscience Research
  
  Volume: - Pages: 225-233
- DOI
  10.1016/j.neures.2020.02.001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-15H05871, KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-16KT0019, KAKENHI-INTERNATIONAL-15K21731, KAKENHI-PROJECT-20K20520, KAKENHI-PROJECT-20K21810, KAKENHI-PLANNED-15H05877
[Journal Article] Designing spontaneous behavioral switching via chaotic itinerancy2020
- Author(s)
  K. Inoue, K. Nakajima, Y. Kuniyoshi
- Journal Title
  
  Science Advances
  
  Volume: 6 (46) Issue: 46
- DOI
  10.1126/sciadv.abb3989
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20J12815
[Journal Article] Periodic structure of memory function in spintronics reservoir with feedback current2020
- Author(s)
  T. Yamaguchi, N. Akashi, S. Tsunegi, H. Kubota, K. Nakajima, T. Taniguchi
- Journal Title
  
  Physical Review Research
  
  Volume: 2 Issue: 2 Pages: 023389-023389
- DOI
  10.1103/physrevresearch.2.023389
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Input-driven bifurcations and information processing capacity in spintronics reservoirs2020
- Author(s)
  N. Akashi, T. Yamaguchi, S. Tsunegi, T. Taniguchi, M. Nishida, R. Sakurai, Y. Wakao, K. Nakajima
- Journal Title
  
  Physical Review Research
  
  Volume: 2 Issue: 4 Pages: 043303-043303
- DOI
  10.1103/physrevresearch.2.043303
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] 軟材料の内部ダイナミクスを利用した精密制御2020
- Author(s)
  西田三博、櫻井良、若尾泰通、明石望洋、南友菜、中嶋浩平
- Journal Title
  
  油空圧技術
  
  Volume: vol.59, no.12 Pages: 45-52
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Algebraic approach towards the exploitation of "softness": the input-output equation for morphological computation2020
- Author(s)
  M. Komatsu, T. Yaguchi, K. Nakajima
- Journal Title
  
  The International Journal of Robotics Research
  
  Volume: 0278364920912298 Issue: 1 Pages: 1-20
- DOI
  10.1177/0278364920912298
- NAID
  120006993635
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-20J21185
[Journal Article] Shape reconstruction of CCD camera-based soft tactile sensors2020
- Author(s)
  G. Soter, H. Hauser, A. Conn, J. Rossiter, K. Nakajima
- Journal Title
  
  Proceedings of 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  
  Volume: IROS Pages: 8957-8962
- DOI
  10.1109/iros45743.2020.9341698
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Step-like dependence of memory function on pulse width in spintronics reservoir computing2020
- Author(s)
  T. Yamaguchi, N. Akashi, K. Nakajima, H. Kubota, S. Tsunegi, T. Taniguchi
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1 Pages: 19536-19536
- DOI
  10.1038/s41598-020-76142-x
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Mixing State Estimation of Peristaltic Continuous Mixing Conveyor with Distributed Sensing System Based on Soft Intestine Motion2020
- Author(s)
  K. Wakamatsu, K. Inoue, D. Hagiwara, H. Adachi, D. Matsui, S. Kurumaya, R. Nishihama, M. Okui, K. Nakajima, Y. Kuniyoshi, T. Nakamura
- Journal Title
  
  Proceedings of 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft)
  
  Volume: Robosoft Pages: 208-214
- DOI
  10.1109/robosoft48309.2020.9116058
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Physical reservoir computing---an introductory perspective2020
- Author(s)
  K. Nakajima
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 59 Issue: 6 Pages: 060501-060501
- DOI
  10.35848/1347-4065/ab8d4f
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Emulating a sensor using soft material dynamics: A reservoir computing approach to pneumatic artificial muscle2020
- Author(s)
  R. Sakurai, M. Nishida, H. Sakurai, Y. Wakao, N. Akashi, Y. Kuniyoshi, Y. Minami, K. Nakajima
- Journal Title
  
  Proceedings of 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft)
  
  Volume: Robosoft Pages: 710-717
- DOI
  10.1109/robosoft48309.2020.9115974
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Spatiotemporal dynamics driven by the maximization of local information transfer2019
- Author(s)
  K. Nakajima, T. Haruna
- Journal Title
  
  New Journal of Physics
  
  Volume: 21 Issue: 1 Pages: 013034-013034
- DOI
  10.1088/1367-2630/ab0039
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Scientific Research on Innovative Areas “Science of Soft Robots”2019
- Author(s)
  鈴森康一，新山龍馬，田原健二，細田耕，梅館拓也，中嶋浩平
- Journal Title
  
  Journal of the Robotics Society of Japan
  
  Volume: 37 Issue: 1 Pages: 53-56
- DOI
  10.7210/jrsj.37.53
- NAID
  130007579756
- ISSN
  0289-1824, 1884-7145
- Language
  Japanese
- Data Source
  KAKENHI-ORGANIZER-18H05465
[Journal Article] Optimal short-term memory before the edge of chaos in driven random recurrent networks2019
- Author(s)
  Taichi Haruna, Kohei Nakajima
- Journal Title
  
  Physical Review E
  
  Volume: 100 Issue: 6 Pages: 062312-062312
- DOI
  10.1103/physreve.100.062312
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K03423, KAKENHI-PLANNED-18H05472
[Journal Article] 柔らかいマテリアルの変形を用いた情報処理2019
- Author(s)
  中嶋浩平、井上克馬、國吉康夫、Sophon SOMLOR、Tito Pradhono TOMO、Alexander SCHMITZ
- Journal Title
  
  電子情報通信学会誌（小特集「リザバーコンピューティング」）
  
  Volume: 102巻2号 Pages: 121-126
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] ダイナミクスによる情報処理―レザバー計算の最近の発展2019
- Author(s)
  中嶋浩平、田中琢真、青柳富誌生
- Journal Title
  
  日本物理学会誌（シリーズ「人工知能と物理学」）
  
  Volume: 74 (5) Pages: 306-313
- NAID
  130007723482
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Boosting computational power through spatial multiplexing in quantum reservoir computing2019
- Author(s)
  K. Nakajima, K. Fujii, M. Negoro, K. Mitarai, M. Kitagawa
- Journal Title
  
  Physical Review Applied
  
  Volume: 11 Pages: 34021-34021
- NAID
  130007509081
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Information Processing Capability of Soft Continuum Arms2019
- Author(s)
  E. A. Torres, K. Nakajima, I. S. Godage
- Journal Title
  
  Proceedings of? 2019 IEEE Conference on Soft Robotics (RoboSoft)
  
  Volume: in press
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Synchronization and chaos in a spin torque oscillator with a perpendicularly magnetized free layer2019
- Author(s)
  T. Yamaguchi, N. Akashi, K. Nakajima, S. Tsunegi, H. Kubota, T. Taniguchi
- Journal Title
  
  Physical Review B
  
  Volume: 100 Issue: 22 Pages: 224422-224422
- DOI
  10.1103/physrevb.100.224422
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Boosting computational power through spatial multiplexing in quantum reservoir computing2019
- Author(s)
  K. Nakajima, K. Fujii, M. Negoro, K. Mitarai, M. Kitagawa
- Journal Title
  
  Physical Review Applied
  
  Volume: 11 Issue: 3 Pages: 034021-034021
- DOI
  10.1103/physrevapplied.11.034021
- NAID
  130007509081
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-16H02211
[Journal Article] ダイナミクスによる情報処理 ――レザバー計算の最近の発展2019
- Author(s)
  中嶋浩平、田中琢真、青柳富誌生
- Journal Title
  
  日本物理学会誌
  
  Volume: Vol. 74, No. 5
- NAID
  130007723482
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Chaos in nanomagnet via feedback current2019
- Author(s)
  T. Taniguchi, N. Akashi, H. Notsu, M. Kimura, H. Tsukahara, K. Nakajima
- Journal Title
  
  Physical Review B
  
  Volume: 100 Issue: 17 Pages: 174425-174425
- DOI
  10.1103/physrevb.100.174425
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-18H01135
[Journal Article] Information Processing through Dynamics――Recent Advances in Reservoir Computing2019
- Author(s)
  中嶋浩平、田中琢真、青柳富誌生
- Journal Title
  
  Butsuri
  
  Volume: 74 Issue: 5 Pages: 306-313
- DOI
  10.11316/butsuri.74.5_306
- NAID
  130007723482
- ISSN
  0029-0181, 2423-8872
- Year and Date
  2019-05-05
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] スピントルク発振器を用いた物理リザバー計算2019
- Author(s)
  常木澄人、谷口知大、三輪真嗣、中嶋浩平、久保田均
- Journal Title
  
  まぐね
  
  Volume: 14 (6)
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] 物理リザバー計算の射程-ソフトロボットを例に2019
- Author(s)
  中嶋浩平
- Journal Title
  
  システム/制御/情報(「システム工学を変革するソフトロボット学」特集号)
  
  Volume: 63 (12) Pages: 505-511
- NAID
  130007854871
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] ソフトロボットにおけるPhysical Reservoir Computing2019
- Author(s)
  中嶋浩平、竹井邦晴
- Journal Title
  
  日本機械学会誌（特集「ソフトロボット学」）
  
  Volume: 122 (1205) Pages: 28-29
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Information Processing Capability of Soft Continuum Arms2019
- Author(s)
  E. A. Torres, K. Nakajima, I. S. Godage
- Journal Title
  
  Proceedings of 2019 IEEE Conference on Soft Robotics (RoboSoft)
  
  Volume: in press
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Spatiotemporal dynamics driven by the maximization of local information transfer2019
- Author(s)
  K. Nakajima, T. Haruna
- Journal Title
  
  New Journal of Physics
  
  Volume: 21 Pages: 13034-13034
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] 柔らかいマテリアルの変形を用いた情報処理2019
- Author(s)
  中嶋浩平、井上克馬、國吉康夫、Sophon SOMLOR、Tito Pradhono TOMO、Alexander SCHMITZ
- Journal Title
  
  電子情報通信学会誌（小特集「リザバーコンピューティング」）
  
  Volume: 102巻2号 Pages: 121-126
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Physical reservoir computing based on spin torque oscillator with forced synchronization2019
- Author(s)
  S. Tsunegi, T. Taniguchi, K. Nakajima, S. Miwa, K. Yakushiji, A. Fukushima, S. Yuasa, H. Kubota
- Journal Title
  
  Applied Physics Letters
  
  Volume: 114 Issue: 16 Pages: 164101-164101
- DOI
  10.1063/1.5081797
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472, KAKENHI-PROJECT-18H03880
[Journal Article] Maximizing Local Information Transfer in Boolean Networks2018
- Author(s)
  T. Haruna, K. Nakajima
- Journal Title
  
  New Journal of Physics
  
  Volume: 20 Pages: 83046-83046
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Exploiting the dynamics of soft materials for machine learning2018
- Author(s)
  Kohei Nakajima, Helmut Hauser, Tao Li, Rolf Pfeifer
- Journal Title
  
  Soft Robotics
  
  Volume: in press
- NAID
  40021094011
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Evaluation of memory capacity of spin torque oscillator for recurrent neural networks2018
- Author(s)
  Tsunegi Sumito、Taniguchi Tomohiro、Miwa Shinji、Nakajima Kohei、Yakushiji Kay、Fukushima Akio、Yuasa Shinji、Kubota Hitoshi
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 57 Issue: 12 Pages: 120307-120307
- DOI
  10.7567/jjap.57.120307
- NAID
  210000149834
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-17H05182, KAKENHI-PLANNED-18H05472
[Journal Article] Soft timer: dynamic clock embedded in soft body2018
- Author(s)
  Kohei Nakajima, Tao Li, Nozomi Akashi
- Journal Title
  
  In Robotic Systems and Autonomous Platforms (Elsevier)
  
  Volume: in press
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Journal Article] やわらかい身体のダイナミクスに計算をアウトソースする2018
- Author(s)
  中嶋浩平
- Journal Title
  
  人工知能（特集「自然界に見いだす数物構造を利用した知的情報処理」）
  
  Volume: 33巻5号 Pages: 570-576
- NAID
  130007917521
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Soft timer: dynamic clock embedded in soft body2018
- Author(s)
  Kohei Nakajima, Tao Li, Nozomi Akashi
- Journal Title
  
  In Robotic system and autonomous platforms (Elsevier, Book Chapter)
  
  Volume: in press
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Boosting computational power through spatial multiplexing in quantum reservoir computing2018
- Author(s)
  Kohei Nakajima, Keisuke Fujii, Makoto Negoro, Kosuke Mitarai, Masahiro Kitagawa
- Journal Title
  
  arXiv:1803.04574
  
  Volume: submitted Pages: 1-15
- NAID
  130007509081
- Open Access
- Data Source
  KAKENHI-PROJECT-15K16076
[Journal Article] Effect of recurrent infomax on the information processing capability of input-driven recurrent neural networks2018
- Author(s)
  Hisashi Iwade, Kohei Nakajima, Takuma Tanaka, Toshio Aoyagi
- Journal Title
  
  arXiv preprint arXiv:1803.05383
  
  Volume: submitted Pages: 1-8
- Open Access
- Data Source
  KAKENHI-PROJECT-15K16076
[Journal Article] Macromagnetic simulation for reservoir computing utilizing spin-dynamics in magnetic tunnel junctions2018
- Author(s)
  T. Furuta, K. Fujii, K. Nakajima, S. Tsunegi, H. Kubota, Y. Suzuki, S. Miwa
- Journal Title
  
  Physical Review Applied
  
  Volume: 10 Pages: 34063-34063
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Information processing using a single Izhikevich neuron2018
- Author(s)
  T. Kubota, K. Nakajima, H. Takahashi
- Journal Title
  
  Artificial Life Conference Proceedings
  
  Volume: non Pages: 550-557
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Evaluation of memory capacity of spin torque oscillator for recurrent neural networks2018
- Author(s)
  S. Tsunegi, T. Taniguchi, S. Miwa, K. Nakajima, K. Yakushiji, A. Fukushima, S. Yuasa, H. Kubota
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 57 Pages: 120307-120307
- NAID
  210000149834
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] やわらかい身体のダイナミクスに計算をアウトソースする2018
- Author(s)
  中嶋浩平
- Journal Title
  
  人工知能（特集「自然界に見いだす数物構造を利用した知的情報処理」）
  
  Volume: 33巻5号 Pages: 570-576
- NAID
  130007917521
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-18H05472
[Journal Article] Exploiting the dynamics of soft materials for machine learning2018
- Author(s)
  Kohei Nakajima, Helmut Hauser, Tao Li, Rolf Pfeifer
- Journal Title
  
  Soft Robotics
  
  Volume: in press Issue: 3 Pages: 339-347
- DOI
  10.1089/soro.2017.0075
- NAID
  40021094011
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Journal Article] Mass-Spring Damper Array as a Mechanical Medium for Computation2018
- Author(s)
  Y. Yamanaka, T. Yaguchi, K. Nakajima, H. Hauser
- Journal Title
  
  Lecture Notes in Computer Science: International Conference on Artificial Neural Networks (ICANN2018), Springer, Cham.
  
  Volume: 11141 Pages: 781-794
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Journal Article] Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning2017
- Author(s)
  Fujii Keisuke、Nakajima Kohei
- Journal Title
  
  Physical Review Applied
  
  Volume: 8 Issue: 2 Pages: 024030-024030
- DOI
  10.1103/physrevapplied.8.024030
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16KT0019, KAKENHI-PROJECT-15K16076, KAKENHI-PROJECT-16H02211
[Journal Article] Muscular-Hydrostat Computers: Physical Reservoir Computing for Octopus-Inspired Soft Robots2017
- Author(s)
  Kohei Nakajima
- Journal Title
  
  Brain Evolution by Design (Springer Japan)
  
  Volume: 2017 Pages: 403-414
- DOI
  10.1007/978-4-431-56469-0_18
- ISBN
  9784431564676, 9784431564690
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16KT0019, KAKENHI-PROJECT-15K16076
[Journal Article] 量子レザバーコンピューティングー量子実時間ダイナミクスの機械学習への応用ー2016
- Author(s)
  藤井啓祐、中嶋浩平
- Journal Title
  
  信学技報
  
  Volume: なし Pages: 1-4
- Data Source
  KAKENHI-PROJECT-15K16076
[Journal Article] 流体計算機の記憶容量について2015
- Author(s)
  中嶋浩平、青柳富誌生
- Journal Title
  
  信学技報
  
  Volume: 115（300） Pages: 109-112
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K16076
[Patent] 推定装置、推定方法、プログラム、及び学習モデル生成装置2019
- Inventor(s)
  櫻井良, 若尾泰通, 中嶋浩平
- Industrial Property Rights Holder
  櫻井良, 若尾泰通, 中嶋浩平
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2019-229782
- Filing Date
  2019
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] リザバーコンピューティングを搭載したフレキシブル風雨量センサの開発2024
- Author(s)
  清宮徳人、松村紅怜、中村悠希、中嶋浩平、竹井邦晴
- Organizer
  第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] 機械学習を搭載したマルチ検知ブラシ型センサシステムの開発2024
- Author(s)
  中村悠希、本田智子、松村紅怜、中嶋浩平、竹井邦晴
- Organizer
  第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] 加速度センサを利用した姿勢検知システムの開発2023
- Author(s)
  松村紅怜、本田智子、中嶋浩平、竹井邦晴
- Organizer
  第70回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] Multi-detection brush-type e-whisker2023
- Author(s)
  Haruki Nakamura, Satoko Honda, Guren Matsumura, Kohei Nakajima, Kuniharu Takei
- Organizer
  第6回フレキシブル・ストレッチャブルエレクトロニクス若手研究者の会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] Multimodal flexible sensor sheet system with reservoir computing2023
- Author(s)
  Guren Matsumura, Satoko Honda, Kohei Nakajima, Kuniharu Takei
- Organizer
  第6回フレキシブル・ストレッチャブルエレクトロニクス若手研究者の会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] ブラシ型センサを用いたマルチ検知システムの開発2023
- Author(s)
  中村悠希、本田智子、松村紅怜、中嶋浩平、竹井邦晴
- Organizer
  第84回応用物理月会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] フレキシブル心電図センサと加速度センサによる転倒、活動、不整脈の検知システムの開発2023
- Author(s)
  松村紅怜、本田智子、中嶋浩平、竹井邦晴
- Organizer
  第84回応用物理月会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] やわらかい知能2022
- Author(s)
  中嶋浩平
- Organizer
  日本機械学会講習会「ソフトロボット学入門　-基本構成と柔軟物体の数理-」
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing2022
- Author(s)
  Kohei Nakajima
- Organizer
  International School of Solid State Physics: 82nd Workshop "Unconventional Computing, Materials Science, Informatics, Hardware, Software", 2022/10/20-26, Erice-Sicily, Italy.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] 学習するダイナミクス：物理リザバー計算の新規学習方法の提案2022
- Author(s)
  中嶋浩平
- Organizer
  第83回応用物理学会秋季学術講演会「インマテリアルAIコンピューティング」、2022/09/20、東北大学 M206 Multimedia Research Hall (ハイブリッド）、Japan.
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] やわらかい知能2022
- Author(s)
  中嶋浩平
- Organizer
  第40回日本ロボット学会学術講演会・オープンフォーラム「ソフトロボット学の全貌を理解する-体系的テキストの上梓-」2022/09/09、東京大学本郷キャンパス工学部6号館61講義室、Japan.
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical reservoir computing and its relevance to embodied intelligence2022
- Author(s)
  Kohei Nakajima
- Organizer
  2nd International Conference on Embodied Intelligence
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] フレキシブル心電図センサとリザバー解析による咳検知システムの開発2022
- Author(s)
  松村紅怜、本田智子、有江隆之、秋田成司、中嶋浩平、竹井邦晴
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] Soft interface: exploiting soft body dynamics for computation2022
- Author(s)
  Kohei Nakajima
- Organizer
  Soft Robots and Embodied Intelligence (full-day workshop at Robosoft 2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] フレキシブル雨センサとリザバー解析による水滴体積検知2022
- Author(s)
  清宮徳人、若林聖史、松村紅怜、中嶋浩平、竹井邦晴
- Organizer
  第83回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-22H00594
[Presentation] Physical reservoir computing for embodied intelligence2022
- Author(s)
  Kohei Nakajima
- Organizer
  Institute for Neural Computation Chalk Talk Series (University of California San Diego)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Soft body meets chaos2022
- Author(s)
  Kohei Nakajima
- Organizer
  New Directions for Simplified Control of Soft Robots (full-day workshop at Robosoft 2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] やわらかい身体の役割を考える2022
- Author(s)
  中嶋浩平
- Organizer
  北海道大学人間知・脳・AI研究教育センター（CHAIN）主催 "CHAIN ACADEMIC SEMINAR #21"
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing for Soft Robotics2022
- Author(s)
  Kohei Nakajima
- Organizer
  MRS (Materials Research Society) 2022 Spring, "Symposium SB02 - Materials, Power Sources, Sensors, Actuators and Mechanics for Untethered Soft Robots," May 8-13, 2022, Honolulu, Hawai, US.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] 物理リザバー計算：ソフトロボットを例に2021
- Author(s)
  中嶋浩平
- Organizer
  第16回TPE研究会公開講演会
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Designing chaotic itinerancy2021
- Author(s)
  Kohei Nakajima
- Organizer
  International Conference: Differential Equations for Data Science 2021 (DEDS2021)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing2021
- Author(s)
  Kohei Nakajima
- Organizer
  Deep Learning in Unconventional Neuromorphic Hardware (Satellite Workshop of IJCNN2021)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] 物理リザバー計算2021
- Author(s)
  中嶋浩平
- Organizer
  2021日本数学会年会（応用数学 (第VIII会場)）
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing: Exploiting Physical Dynamics as a Computational Resource2021
- Author(s)
  Kohei Nakajima
- Organizer
  2021 Virtual Research Seminar Series on Complex Active and Adaptive Material Systems (Session "Information Processing in Materials")
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical reservoir computing for soft robots2021
- Author(s)
  Kohei Nakajima
- Organizer
  Material Intelligence (workshop at Robosoft 2021)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] ソフトロボット学における情報処理（基礎から）2020
- Author(s)
  中嶋浩平
- Organizer
  第1回ソフロボ数理勉強会（新学術領域「ソフトロボット学」ソフロボ数理勉強会主催）
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing: タコ腕コンピュータを例に2020
- Author(s)
  中嶋浩平
- Organizer
  東京大学次世代知能科学研究センター連続シンポジウム第一回「次世代の知能科学に向けて」
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] 高次元カオスを用いてダイナミクスを設計する2020
- Author(s)
  中嶋浩平
- Organizer
  MIMS 現象数理学研究拠点共同研究集会2020年度「幾何学・連続体力学・情報科学の交差領域の探索」
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing for Soft Robots2020
- Author(s)
  Kohei Nakajima
- Organizer
  ICRA 2020 Workshop on Self-Assembling and Reconfigurable Systems
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing for Soft Robots2020
- Author(s)
  Kohei Nakajima
- Organizer
  NOLTA 2020 Special session "Physical Reservoir Computing"
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Input-driven bifurcations in spintronics reservoir computing2020
- Author(s)
  Nozomi Akashi, Terufumi Yamaguchi, Sumito Tsunegi, Tomohiro Taniguchi, Mitsuhiro Nishida, Ryo. Sakurai, Yasumichi Wakao, Kohei Nakajima
- Organizer
  Second Symposium on Machine Learning and Dynamical Systems
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Permutation分布に基づくコンセプトドリフトの検出2019
- Author(s)
  枡井啓貴, 中嶋浩平, 青柳富誌生
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Unpredictable as dice: analyzing riddled basin structures in a passive dynamic walker2019
- Author(s)
  N. Akashi, K. Nakajima, Y. Kuniyoshi
- Organizer
  Proceedings of 2019 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computing for Soft Robots2019
- Author(s)
  Kohei Nakajima
- Organizer
  The First International Workshop on Theoretical and Experimental Material Computing (TEMC 2019)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Echo State Property of Neuronal Cell Cultures2019
- Author(s)
  T. Kubota, K. Nakajima, H. Takahashi
- Organizer
  Lecture Notes in Computer Science (vol 11731): International Conference on Artificial Neural Networks (ICANN2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Soft bodies as input reservoir: role of softness from the viewpoint of reservoir computing2019
- Author(s)
  K. Inoue, K. Nakajima, Y. Kuniyoshi
- Organizer
  Proceedings of 2019 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Information Processing Capability of Soft Continuum Arms2019
- Author(s)
  E. A. Torres, K. Nakajima, I. S. Godage
- Organizer
  Proceedings of 2019 2nd IEEE International Conference on Soft Robotics (RoboSoft)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Permutation分布に基づくコンセプトドリフトの検出2019
- Author(s)
  枡井啓貴, 中嶋浩平, 青柳富誌生
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] しなやかな知能を育てる --ソフトロボットにおけるフィジカルリザバーコンピューティング--2019
- Author(s)
  中嶋浩平
- Organizer
  2019年度日本機械学会年次大会(特別企画プログラム先端技術フォーラム機素潤滑設計部門企画ソフトロボット学)
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Towards a novel information processing scheme for soft robots2019
- Author(s)
  Kohei Nakajima
- Organizer
  30th 2019 International Symposium on Micro-NanoMechatronics and Human Science (From Micro & Nano Scale Systems to Robotics & Mechatronics Systems)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical Reservoir Computingの射程:ソフトロボットへの応用を例に2019
- Author(s)
  中嶋浩平
- Organizer
  京都大学大学院理学研究科/理学部数学教室談話会
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] 物理リザバー計算の射程:ソフトロボットを例に2019
- Author(s)
  中嶋浩平
- Organizer
  第80回応用物理学会秋季学術講演会シンポジウム：FS.AIエレクトロニクス「数理がひもとく自然・生命現象と知的計算能力」
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Differential Algebraic Method for Direct Evaluation of Computational Capabilities of Physical Reservoirs2019
- Author(s)
  M. Komatsu, T. Yaguchi, K. Nakajima
- Organizer
  Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications (NOLTA2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Solid-state NMR implementation of quantum reservoir computing2018
- Author(s)
  M. Negoro, K. Fujii, K. Nakajima, K. Mitarai, M. Kitagawa
- Organizer
  APS March Meeting 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  IBISML/PRMU/CVIM合同研究会にて招待講演（FIT2018と同時開催）
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] やわらかいマテリアルを用いた機械学習法：Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  ものづくり企業に役立つ応用数理手法の研究会（第26回技術セミナー）
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Soft Interfaces: Linking Morphological Dynamics and Information Processing2018
- Author(s)
  K. Nakajima
- Organizer
  IROS 2018 Workshop on Controlling Soft Robots: Model-based vs. Model-free Approaches
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Maximizing Local Information Transfer in Boolean Networks2018
- Author(s)
  春名太一, 中嶋浩平
- Organizer
  日本生物物理学会第56回年会
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  RIMS共同研究「統計的モデリングと予測理論のための統合的数理研究と実践」
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Spatiotemporal dynamics driven by maximization of local information transfer2018
- Author(s)
  中嶋浩平, 春名太一
- Organizer
  日本生物物理学会第56回年会
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Spatiotemporal dynamics driven by maximization of local information transfer2018
- Author(s)
  中嶋浩平, 春名太一
- Organizer
  日本生物物理学会第56回年会
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] A Recipe for Designing Chaotic Itinerancy: Innate Training Approach2018
- Author(s)
  K. Inoue, K. Nakajima, Y. Kuniyoshi
- Organizer
  The 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical reservoir computing2018
- Author(s)
  中嶋浩平
- Organizer
  マテリアル知能ワークショップ
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] A Recipe for Designing Chaotic Itinerancy: Innate Training Approach2018
- Author(s)
  K. Inoue, K. Nakajima, Y. Kuniyoshi
- Organizer
  Special Session "Non-Algorithmic Computing by Complex Systems Session" in The 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Maximizing Local Information Transfer in Boolean Networks2018
- Author(s)
  春名太一, 中嶋浩平
- Organizer
  日本生物物理学会第56回年会
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] やわらかいマテリアルを用いた機械学習法：Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  ものづくり企業に役立つ応用数理手法の研究会（第26回技術セミナー）
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Physical Reservoir Computing for Soft Robots2018
- Author(s)
  K. Nakajima
- Organizer
  IROS 2018 Workshop on Soft Robotic Modeling and Control: Bringing Together Articulated Soft Robots and Soft-Bodied Robots
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  IBISML/PRMU/CVIM合同研究会にて招待講演（FIT2018と同時開催）
- Invited
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical reservoir computing2018
- Author(s)
  中嶋浩平
- Organizer
  マテリアル知能ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Reservoir Computingの展開2018
- Author(s)
  中嶋浩平
- Organizer
  RIMS共同研究「統計的モデリングと予測理論のための統合的数理研究と実践」
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Soft Keyboard: A Novel User Interface for Soft Devices2018
- Author(s)
  K. Nakajima, K. Inoue, Y. Kuniyoshi, S. Somlor, T. P. Tomo, A. Schmitz
- Organizer
  Special Session "Laser Dynamics and Complex Photonics 3: Reservoir Computing Session" in The 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] 単一Izhikevichニューロンの情報処理能力2018
- Author(s)
  窪田智之,中嶋浩平,高橋宏知
- Organizer
  医用・生体工学研究会「神経工学＆バイオサイバネティクス」
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Soft Interfaces: Linking Morphological Dynamics and Information Processing2018
- Author(s)
  K. Nakajima
- Organizer
  IROS 2018 Workshop on Controlling Soft Robots: Model-based vs. Model-free Approaches
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Physical Reservoir Computing for Soft Robots2018
- Author(s)
  K. Nakajima
- Organizer
  IROS 2018 Workshop on Soft Robotic Modeling and Control: Bringing Together Articulated Soft Robots and Soft-Bodied Robots
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Soft Keyboard: A Novel User Interface for Soft Devices2018
- Author(s)
  K. Nakajima, K. Inoue, Y. Kuniyoshi, S. Somlor, T. P. Tomo, A. Schmitz
- Organizer
  The 2018 International Symposium on Nonlinear Theory and Its Applications (NOLTA2018)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-18H05472
[Presentation] Physical reservoir computingの数理2017
- Author(s)
  中嶋浩平
- Organizer
  「第８回横幹連合コンファレンス」(オーガナイズド・セッション:ミクロとマクロをつなぐ社会的知能・合理性)
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing2017
- Author(s)
  中嶋浩平
- Organizer
  第28回計測自動制御学会SI部門共創システム部会研究会・第11回内部観測研究会
- Place of Presentation
  早稲田大学西早稲田キャンパス（東京都、新宿区）
- Year and Date
  2017-02-25
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computingの展開：タコ足計算機から流体計算機まで2017
- Author(s)
  中嶋浩平
- Organizer
  第16回情報科学技術フォーラム FIT2017展示会(東京大学本郷キャンパス2号館2階フォーラム)
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 神経系としての結合系における情報流の推定2017
- Author(s)
  枡井啓貴, 中嶋浩平, 北城圭一, 青柳富誌生
- Organizer
  日本物理学会 2017年春季大会
- Place of Presentation
  大阪大学豊中キャンパス（大阪府豊中市）
- Year and Date
  2017-03-17
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Exploiting the dynamics of soft materials for machine learning2017
- Author(s)
  Kohei Nakajima
- Organizer
  The 64th Japan Society of Applied Physics (JSAP) Spring Meeting, Molecular Electronics and Bioelectronics, "Soft Robots - towards integration and linkage among materials, electronics, and mechanics"
- Place of Presentation
  PACIFICO Yokohama　（神奈川県、横浜市）
- Year and Date
  2017-03-15
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] softrobot 及び reservoir computing の数学の確立に向けて2017
- Author(s)
  中嶋浩平
- Organizer
  自然知能セミナー（第12回）: 自然知能と数学III
- Place of Presentation
  長浜バイオ大学　（滋賀県、長浜市）
- Year and Date
  2017-03-22
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 量子レザバー計算の固体NMR実装2017
- Author(s)
  根来誠, 藤井啓祐, 中嶋浩平, 北川勝浩
- Organizer
  日本物理学会2017年秋季大会(岩手大学）
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Exploiting the dynamics of soft materials for machine learning2017
- Author(s)
  中嶋浩平
- Organizer
  The 64th Japan Society of Applied Physics (JSAP) Spring Meeting
- Place of Presentation
  PACIFICO Yokohama(Yokohama)
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Physical reservoir computing for soft robots2017
- Author(s)
  中嶋浩平
- Organizer
  SIG-Soft Robotics研究会(中央大学後楽園キャンパス)
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] 量子レザバー計算のための空間多重化法の提案2017
- Author(s)
  中嶋浩平, 藤井啓祐, 根来誠
- Organizer
  日本物理学会2017年秋季大会(岩手大学）
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Physical reservoir computingの数理2017
- Author(s)
  中嶋浩平
- Organizer
  第８回横幹連合コンファレンス(オーガナイズド・セッション:ミクロとマクロをつなぐ社会的知能・合理性)
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Physical Reservoir Computingと力学系の記憶容量について2017
- Author(s)
  中嶋浩平
- Organizer
  Perspectives in random and non-autonomous dynamical systems (RIMS研究会「ランダム力学系の総合的研究」)
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing for soft robots2017
- Author(s)
  中嶋浩平
- Organizer
  SIG-Soft Robotics研究会
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] やわらかいマテリアルのダイナミクスを用いた機械学習2017
- Author(s)
  中嶋浩平
- Organizer
  CREST・さきがけ・数学協働プログラムの合同シンポジウム:「数学パワーが世界を変える」
- Place of Presentation
  東京大学大学院数理科学研究科大講義室（東京都目黒区駒場３ー８ー１）
- Year and Date
  2017-02-11
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Exploiting the dynamics of soft materials for machine learning2017
- Author(s)
  中嶋浩平
- Organizer
  応用物理学会有機分子・バイオエレクトロニクス分科会「生命知能から紡ぐ次世代コンピューティング～分子エレ・バイオエレへの展開は可能か？～」
- Place of Presentation
  東京大学駒場第IIキャンパス生産技術研究所大会議室（東京都、目黒区）
- Year and Date
  2017-02-21
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Exploiting the dynamics of soft materials for machine learning2017
- Author(s)
  Kohei Nakajima
- Organizer
  Workshop on Advanced Fabrication and Morphological Computation for Soft Robotics (in IEEE International Conference on Robotics and Automation (ICRA) 2017, Singapore)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Measuring Information Transfer in Nonstationary Multivariate Time Series Driven by Instantaneous Inputs.2017
- Author(s)
  H. Masui, K. Nakajima, K. Kitajo, T. Aoyagi
- Organizer
  JPS 2017 Spring Meeting
- Place of Presentation
  大阪大学（大阪府、豊中市）
- Year and Date
  2017-03-17
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 量子レザバー計算の固体NMR実装の性能評価2017
- Author(s)
  藤井啓祐, 中嶋浩平, 根来誠, 北川勝浩
- Organizer
  日本物理学会2017年秋季大会(岩手大学）
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computingの展開：タコ足計算機から流体計算機まで2017
- Author(s)
  中嶋浩平
- Organizer
  第16回情報科学技術フォーラム FIT2017展示会(東京大学本郷キャンパス2号館2階フォーラム)
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] 量子レザバー計算のための空間多重化法の提案2017
- Author(s)
  中嶋浩平, 藤井啓祐, 根来誠
- Organizer
  日本物理学会2017年秋季大会(岩手大学）
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Permutation entropy and transcripts in epileptic seizure time-series data2017
- Author(s)
  Kohei Nakajima
- Organizer
  Advanced ECoG/EEG Analysis in Epilepsy (Post-Congress in the 51st Annual Congress of the Japan Epilepsy Society)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Exploiting the dynamics of soft materials for machine learning2017
- Author(s)
  Kohei Nakajima
- Organizer
  Workshop on Advanced Fabrication and Morphological Computation for Soft Robotics (in IEEE International Conference on Robotics and Automation (ICRA) 2017, Singapore)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] スケーラブル固体分子核スピン系における量子レザバー計算の実装2017
- Author(s)
  根来誠, 藤井啓祐, 中嶋浩平, 御手洗光祐, 北川勝浩
- Organizer
  量子情報技術研究会（QIT）
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Recurrent infomax improves the memory capacity of recurrent neural network.2017
- Author(s)
  H. Iwade, K. Nakajima, T. Tanaka, T. Aoyagi
- Organizer
  JPS 2017 Spring Meeting
- Place of Presentation
  大阪大学（大阪府、豊中市）
- Year and Date
  2017-03-17
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] softrobot 及び reservoir computing の数学2017
- Author(s)
  中嶋浩平
- Organizer
  自然知能セミナー（第14回）: 自然知能と数学IV
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical Reservoir Computingと力学系の記憶容量について2017
- Author(s)
  中嶋浩平
- Organizer
  Perspectives in random and non-autonomous dynamical systems (Department of Mathematics (Room 127), Kyoto University)
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] Permutation entropy and transcripts in epileptic seizure time-series data2017
- Author(s)
  Kohei Nakajima
- Organizer
  Advanced ECoG/EEG Analysis in Epilepsy (Post-Congress in the 51st Annual Congress of the Japan Epilepsy Society)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Information processing using soft body dynamics2016
- Author(s)
  Kohei Nakajima
- Organizer
  JSPS UK-Japan Workshop on Soft Robotics
- Place of Presentation
  Sidney Sussex College, University of Cambridge, Cambridge, UK.
- Year and Date
  2016-07-14
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 流体タイマー：時間の情報を空間の情報としてエンコードする2016
- Author(s)
  中嶋浩平, 青柳富誌生
- Organizer
  日本物理学会　（2016年第71回年次大会）
- Place of Presentation
  東北学院大学泉キャンパス（宮城県仙台市）
- Year and Date
  2016-03-19
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing for soft robots2016
- Author(s)
  中嶋浩平
- Organizer
  第62回SIGMBI: 分子ロボティクスとマテリアルインテリジェンス
- Place of Presentation
  慶応義塾大学日吉キャンパス来往舎(東京都)
- Invited
- Data Source
  KAKENHI-PROJECT-16KT0019
[Presentation] やわらかいマテリアルのダイナミクスを用いた機械学習法2016
- Author(s)
  中嶋浩平
- Organizer
  分子系の複合電子機能第181委員会第25回研究会「ソフトマター物理の最前線と応用展開」
- Place of Presentation
  東京大学本郷キャンパス工学部6号館3階セミナー室A/D　（東京都、文京区）
- Year and Date
  2016-12-02
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] ソフトロボットのための新規情報処理技術について2016
- Author(s)
  中嶋浩平
- Organizer
  第219回JOEM研究会：ディープラーニングの次を目指した人工知能の最前線＝リザーバー計算の基礎と応用＝
- Place of Presentation
  東京大学先端科学技術研究センター４号館２階大講堂　（東京都、目黒区）
- Year and Date
  2016-10-12
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing from a dynamical systems point of view2016
- Author(s)
  Kohei Nakajima
- Organizer
  minisymposia "Reservoir Computing and Laser Dynamics" in XXXVI Dynamics Days Europe 2016
- Place of Presentation
  Corfu, Greece
- Year and Date
  2016-06-06
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing for soft robots2016
- Author(s)
  中嶋浩平
- Organizer
  第62回SIGMBI: 分子ロボティクスとマテリアルインテリジェンス (協賛: SIGNAC)
- Place of Presentation
  慶応義塾大学日吉キャンパス来往舎　（神奈川県、横浜市）
- Year and Date
  2016-11-12
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical reservoir computing: exploiting dynamical systems as information processing device2016
- Author(s)
  Kohei Nakajima
- Organizer
  Mathematical Sciences Evening Seminar
- Place of Presentation
  Enyu-gakusha, Hokkaido University　(北海道、札幌市)
- Year and Date
  2016-06-29
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 量子レザバーコンピューティング2016
- Author(s)
  藤井啓祐, 中嶋浩平
- Organizer
  日本物理学会　（2016年第71回年次大会）
- Place of Presentation
  東北学院大学泉キャンパス（宮城県仙台市）
- Year and Date
  2016-03-19
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Recurrent infomax が input-driven recurrent neural network の計算能力へ及ぼす影響2016
- Author(s)
  H. Iwade, K. Nakajima, T. Tanaka, T. Aoyagi
- Organizer
  The 19th Information-Based Induction Sciences Workshop (IBIS2016)
- Place of Presentation
  京都大学百周年時計台記念館（京都府、京都市）
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical Reservoir Computing2016
- Author(s)
  中嶋浩平
- Organizer
  「自然知能セミナー（第9回）：自然知能と複雑系科学」
- Place of Presentation
  慶應義塾大学日吉キャンパス来往舎大会議室　(神奈川県、横浜市)
- Year and Date
  2016-09-21
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical Reservoir Computingの展開2016
- Author(s)
  中嶋浩平
- Organizer
  「非線形科学とその周辺」セミナー
- Place of Presentation
  京都大学工学部2号館 003講義室 (地階)　(京都府、京都市)
- Year and Date
  2016-05-09
- Invited
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 水面のダイナミクスを用いて実時間計算を実装する2015
- Author(s)
  中嶋浩平, 青柳富誌生
- Organizer
  日本物理学会（2015年秋季大会）
- Place of Presentation
  関西大学千里山キャンパス（大阪府吹田市）
- Year and Date
  2015-09-16
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Information processing via soft materials2015
- Author(s)
  Kohei Nakajima
- Organizer
  International Workshop (Novel biomimetic models: materials, soft robots and artificial intelligence) in CIAC2015
- Place of Presentation
  函館市国際水産・海洋総合研究センター（北海道函館市）
- Year and Date
  2015-11-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 流体計算機の記憶容量について2015
- Author(s)
  中嶋浩平, 青柳富誌生
- Organizer
  第3回CCS研究会
- Place of Presentation
  京都大学稲盛財団記念館３階大会議室（京都府京都市）
- Year and Date
  2015-11-09
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Strange Non-chaotic Attractorの情報処理能力について2015
- Author(s)
  中嶋浩平, 茶碗谷毅, 青柳富誌生
- Organizer
  日本物理学会（2015年秋季大会）
- Place of Presentation
  関西大学千里山キャンパス（大阪府吹田市）
- Year and Date
  2015-09-16
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 流体計算機：水面のダイナミクスを用いた実時間計算の実装2015
- Author(s)
  中嶋浩平、青柳富誌生
- Organizer
  第25回日本神経回路学会全国大会 (JNNS 2015)
- Place of Presentation
  電気通信大学（東京都調布市）
- Year and Date
  2015-09-02
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] Physical Reservoir Computing2015
- Author(s)
  Kohei Nakajima
- Organizer
  RIMS Workshop: Dynamical systems and its applications
- Place of Presentation
  京都大学数理解析研究所420号室（京都府京都市）
- Year and Date
  2015-06-29
- Data Source
  KAKENHI-PROJECT-15K16076
[Presentation] 入力に誘導された力学系の分岐現象とその情報処理容量について2015
- Author(s)
  宮田淳司, 中嶋浩平, 青柳富誌生
- Organizer
  日本物理学会（2015年秋季大会）
- Place of Presentation
  関西大学千里山キャンパス（大阪府吹田市）
- Year and Date
  2015-09-16
- Data Source
  KAKENHI-PROJECT-15K16076

1. 竹井邦晴 (20630833)

# of Collaborated Projects: 3 results

# of Collaborated Products: 11 results
2. Aoyagi Toshio (90252486)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
3. Suzumori Koichi (00333451)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 茶碗谷毅 (80294148)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 新山龍馬 (00734592)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 清水正宏 (50447140)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 田中博人 (80624725)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 福田憲二郎 (40613766)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 多田隈建二郎 (30508833)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 前田真吾 (40424808)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 伊藤浩史 (20512627)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 難波江裕之 (90757171)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 野中哲士 (20520133)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 永野光 (70758127)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 渡辺心 (80220888)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 大脇大 (40551908)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 新竹純 (10821746)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. FRIZZA IRENE

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. HARUNA Taichi

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
20. 田中一敏

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
21. 三輪真嗣

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
22. 加賀谷勝史

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
23. 柯強

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
24. 谷口知大

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
25. 赤井恵

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
26. 井上克馬

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Nakajima Kohei 中嶋 浩平

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Deep physical reservoir computing for soft machines: theory and implementationPrincipal Investigator

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Soft adaptive joint via physical reservoir computing for robust humanoid walkingPrincipal Investigator

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Understanding and Control of Swimming Motion in Jerryfish via Motion Hacking

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Continuous healthcare sensor patch with immediate data analysis function

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Perceptual Information Made Available by Haptic Exploration: An Ecological Perspective

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Breaking through information processing limits by combining soft dynamics and flexible sensor technologyPrincipal Investigator

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Science of Soft Robot

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Theory and Implementation of Reservoir Computing Utilizing Non-Chaotic Strange Tractors

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Implementation of Physical Liquid State Machine Based on Faraday WavesPrincipal Investigator

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流体計算機の構想Principal Investigator

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[Book] ソフトロボット学入門2023

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[Book] Reservoir Computing---Theory, Physical Implementations, and Applications2021

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[Journal Article] Embedding Bifurcations into Pneumatic Artificial Muscle2024

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Nakajima Kohei 中嶋浩平