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@DurstewitzLab

DurstewitzLab

Popular repositories Loading

  1. CNS-2023 CNS-2023 Public

    A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks

    Jupyter Notebook 34 6

  2. DataAnaBook DataAnaBook Public

    MatLab code for Srpinger book 'Advanced Data Analysis in Neuroscience'

    20 9

  3. dendPLRNN dendPLRNN Public

    Python 20 7

  4. ChaosRNN ChaosRNN Public

    Jupyter Notebook 15 3

  5. GTF-shPLRNN GTF-shPLRNN Public

    Julia 14 2

  6. Cell-Assembly-Detection Cell-Assembly-Detection Public

    Method for cell assembly detection in parallel spike trains

    MATLAB 10 5

Repositories

Showing 10 of 28 repositories
  • HierarchicalDSR Public

    Hierarchical multi-system training framework for dynamical systems reconstruction (from Brenner et al. 2025 ICLR)

    Python 5 GPL-3.0 0 0 0 Updated Mar 7, 2025
  • ALRNN-DSR Public

    Implementation of the AL-RNN architecture for dynamical systems reconstruction and time series forecasting.

    Jupyter Notebook 9 GPL-3.0 1 0 0 Updated Feb 17, 2025
  • DurstewitzLab.github.io Public
    HTML 1 1 0 0 Updated Jan 30, 2025
  • OODG-in-DSR Public

    Official Repository of the paper "Out-of-Domain Generalization in Dynamical Systems Reconstruction".

    Jupyter Notebook 2 GPL-3.0 0 0 0 Updated Jul 25, 2024
  • RNNtopoDSR Public
    Julia 1 GPL-3.0 0 0 0 Updated Jul 18, 2024
  • CNS-2023 Public

    A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks

    Jupyter Notebook 34 GPL-3.0 6 0 0 Updated Apr 12, 2024
  • dendPLRNN Public
    Python 20 GPL-3.0 7 0 0 Updated Apr 12, 2024
  • GTF-shPLRNN Public
    Julia 14 GPL-3.0 2 0 0 Updated Apr 12, 2024
  • MTF Public

    Code for "Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics"

    Jupyter Notebook 3 0 0 0 Updated Dec 7, 2023
  • SCYFI Public

    Code for NeurIPS paper "Bifurcations and loss jumps in RNN training" (2023)

    Jupyter Notebook 2 GPL-3.0 0 0 0 Updated Oct 21, 2023
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