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DurstewitzLab

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  1. CNS-2023 CNS-2023 Public

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

    Jupyter Notebook 25 6

  2. DataAnaBook DataAnaBook Public

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

    18 9

  3. dendPLRNN dendPLRNN Public

    Python 18 7

  4. ChaosRNN ChaosRNN Public

    Jupyter Notebook 12 3

  5. GTF-shPLRNN GTF-shPLRNN Public

    Julia 12 2

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

    Method for cell assembly detection in parallel spike trains

    MATLAB 9 5

Repositories

Showing 10 of 27 repositories
  • ALRNN-DSR Public

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

    DurstewitzLab/ALRNN-DSR’s past year of commit activity
    Jupyter Notebook 4 GPL-3.0 1 0 0 Updated Dec 5, 2024
  • OODG-in-DSR Public

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

    DurstewitzLab/OODG-in-DSR’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Jul 25, 2024
  • RNNtopoDSR Public
    DurstewitzLab/RNNtopoDSR’s past year of commit activity
    Julia 0 GPL-3.0 0 0 0 Updated Jul 18, 2024
  • DurstewitzLab.github.io Public
    DurstewitzLab/DurstewitzLab.github.io’s past year of commit activity
    HTML 0 1 0 0 Updated May 29, 2024
  • CNS-2023 Public

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

    DurstewitzLab/CNS-2023’s past year of commit activity
    Jupyter Notebook 25 GPL-3.0 6 0 0 Updated Apr 12, 2024
  • dendPLRNN Public
    DurstewitzLab/dendPLRNN’s past year of commit activity
    Python 18 GPL-3.0 7 0 0 Updated Apr 12, 2024
  • GTF-shPLRNN Public
    DurstewitzLab/GTF-shPLRNN’s past year of commit activity
    Julia 12 GPL-3.0 2 0 0 Updated Apr 12, 2024
  • MTF Public

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

    DurstewitzLab/MTF’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Dec 7, 2023
  • SCYFI Public

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

    DurstewitzLab/SCYFI’s past year of commit activity
    Jupyter Notebook 2 GPL-3.0 0 0 0 Updated Oct 21, 2023
  • PLRNNstsp Public

    Matlab code for state inference and parameter estimation in piecewise-linear recurrent neural network (PLRNN) models

    DurstewitzLab/PLRNNstsp’s past year of commit activity
    MATLAB 4 GPL-3.0 3 0 0 Updated May 20, 2023
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