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  1. lfads-torch lfads-torch Public

    A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

    Jupyter Notebook 85 20

  2. snel-repo/sbtt-demo snel-repo/sbtt-demo Public

    A toy example demonstrating selective backpropagation through time (SBTT).

    Python 6 3

  3. snel-repo/autolfads-tf2 snel-repo/autolfads-tf2 Public

    A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

    Python 19 9

  4. nlb-lightning nlb-lightning Public

    PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.

    Python 8 2

  5. snel-repo/expressive-latent-dynamics-paper snel-repo/expressive-latent-dynamics-paper Public

    Code to reproduce experiments from Sedler, A, Versteeg, C, Pandarinath, C. "Expressive architectures enhance interpretability of dynamics-based neural population models". Neurons, Behavior, Data an…

    Python 10 3