Predicting two-dimensional spatiotemporal chaotic patterns with optimized high-dimensional hybrid reservoir computing

被引:0
|
作者
Nakano, Tamon [1 ]
Baur, Sebastian [2 ,3 ]
Räth, Christoph [2 ,3 ]
机构
[1] Deutsches Zentrum für Luft- und Raumfahrt (DLR), Institut für KI Sicherheit, Rathausallee 12, Sankt Augustin,53757, Germany
[2] Deutsches Zentrum für Luft- und Raumfahrt (DLR), Institut für KI Sicherheit, Wilhelm-Runge-Str. 10, Ulm,89081, Germany
[3] Department of Physics, Ludwig-Maximilians-Universität, Schellingstraße 4, Munich,80799, Germany
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Prediction models
引用
收藏
相关论文
共 50 条
  • [21] Optimized Detection of High-Dimensional Entanglement
    Hu, Xiao-Min
    Xing, Wen-Bo
    Guo, Yu
    Weilenmann, Mirjam
    Aguilar, Edgar A.
    Gao, Xiaoqin
    Liu, Bi-Heng
    Huang, Yun-Feng
    Li, Chuan-Feng
    Guo, Guang-Can
    Wang, Zizhu
    Navascues, Miguel
    PHYSICAL REVIEW LETTERS, 2021, 127 (22)
  • [22] Clustering High-Dimensional Landmark-Based Two-Dimensional Shape Data
    Huang, Chao
    Styner, Martin
    Zhu, Hongtu
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 110 (511) : 946 - 961
  • [23] A new image encryption algorithm based on two-dimensional spatiotemporal chaotic system
    He, Yi
    Zhang, Ying-Qian
    Wang, Xing-Yuan
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (01): : 247 - 260
  • [24] A new image encryption algorithm based on two-dimensional spatiotemporal chaotic system
    Yi He
    Ying-Qian Zhang
    Xing-Yuan Wang
    Neural Computing and Applications, 2020, 32 : 247 - 260
  • [25] Generalizability of reservoir computing for flux-driven two-dimensional convection
    Heyder, Florian
    Mellado, Juan Pedro
    Schumacher, Joerg
    PHYSICAL REVIEW E, 2022, 106 (05)
  • [26] High-Dimensional Computing as a Nanoscalable Paradigm
    Rahimi, Abbas
    Datta, Sohum
    Kleyko, Denis
    Frady, Edward Paxon
    Olshausen, Bruno
    Kanerva, Pentti
    Rabaey, Jan M.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2017, 64 (09) : 2508 - 2521
  • [27] Qudits and High-Dimensional Quantum Computing
    Wang, Yuchen
    Hu, Zixuan
    Sanders, Barry C.
    Kais, Sabre
    FRONTIERS IN PHYSICS, 2020, 8
  • [28] High-Dimensional Computing with Sparse Vectors
    Laiho, Mika
    Poikonen, Jussi H.
    Kanerva, Pentti
    Lehtonen, Eero
    2015 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS), 2015, : 515 - 518
  • [29] Analysis of chaotic wandering of phase patterns in a two-dimensional coupled chaotic circuits network
    Nishio, Y
    Ushida, A
    ISCAS '99: PROCEEDINGS OF THE 1999 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5: SYSTEMS, POWER ELECTRONICS, AND NEURAL NETWORKS, 1999, : 422 - 425
  • [30] A hybrid proper orthogonal decomposition and next generation reservoir computing approach for high-dimensional chaotic prediction: Application to flow-induced vibration of tube bundles
    Liu, Tongwei
    Zhao, Xielin
    Sun, Pan
    Zhou, Jinxiong
    CHAOS, 2024, 34 (03)