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  1. MagNav MagNav Public

    This is a submission repository for the signal enhancement for magnetic navigation (MagNav) challenge problem contest, which was introduced at JuliaCon 2020.

    Julia 15 4

  2. Reservoir_with_a_Parameter_Channel_PRR2021 Reservoir_with_a_Parameter_Channel_PRR2021 Public

    Codes of our publication: Kong, Ling-Wei, Hua-Wei Fan, Celso Grebogi, and Ying-Cheng Lai. "Machine learning prediction of critical transition and system collapse." Physical Review Research 3, no. 1…

    MATLAB 6

  3. Digital_Twin_2022 Digital_Twin_2022 Public

    Digital twin of nonlinear system based on reservoir computing (RC) with an external driving

    MATLAB 5 2

  4. Long-Term-Memory-in-RC Long-Term-Memory-in-RC Public

    Reservoir-computing based associative memory and itinerancy for complex dynamical attractors

    MATLAB 6

  5. Growth_Feedback_Adaptation Growth_Feedback_Adaptation Public

    MATLAB

  6. VAE-CNN-RNN-extracting-parameter VAE-CNN-RNN-extracting-parameter Public

    Python