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CATNIP Laboratory

Computational And Theoretical Neural Information Processing Laboratory

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  1. vlgp vlgp Public

    Dimensionality reduction of spikes trains

    Python 49 7

  2. tree_structured_rslds tree_structured_rslds Public

    Tree-structured recurrent switching linear dynamical systems

    Python 36 6

  3. latent_dynamics_workshop latent_dynamics_workshop Public

    Exercises and examples for the latent dynamics workshop

    Jupyter Notebook 17 12

  4. crossFrequencyCoupling crossFrequencyCoupling Public

    estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals

    MATLAB 16 5

  5. NPGLM NPGLM Public

    non-parametric inference for convolutional filters in poisson glms

    Python 13 1

  6. vjf vjf Public

    Variational Joint Filtering

    Python 8 2

Repositories

Showing 10 of 21 repositories
  • back_to_the_continuous_attractor Public

    Official implementation of "Back to the Continuous Attractor" (NeurIPS 2024). This repository contains code for reproducing the experiments, pretrained models, and instructions for running the simulations. Paper: https://openreview.net/forum?id=fvG6ZHrH0B.

    catniplab/back_to_the_continuous_attractor’s past year of commit activity
    Python 0 0 0 0 Updated Jan 15, 2025
  • catniplab.github.io Public Forked from barryclark/jekyll-now

    CATNIP Laboratory website

    catniplab/catniplab.github.io’s past year of commit activity
    Jupyter Notebook 2 MIT 35,525 0 0 Updated Dec 28, 2024
  • xfads Public

    large scale variational Gaussian state-space models

    catniplab/xfads’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Nov 27, 2024
  • NeuroTask Public

    NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis

    catniplab/NeuroTask’s past year of commit activity
    Jupyter Notebook 8 MIT 2 1 0 Updated Nov 15, 2024
  • vjf Public

    Variational Joint Filtering

    catniplab/vjf’s past year of commit activity
    Python 8 MIT 2 0 0 Updated Apr 24, 2024
  • latent_dynamics_workshop Public

    Exercises and examples for the latent dynamics workshop

    catniplab/latent_dynamics_workshop’s past year of commit activity
    Jupyter Notebook 17 MIT 12 0 0 Updated Jul 17, 2023
  • svmc Public

    Streaming Variational Monte Carlo

    catniplab/svmc’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Nov 2, 2022
  • actx_recurrence Public
    catniplab/actx_recurrence’s past year of commit activity
    Python 0 0 0 0 Updated Aug 6, 2022
  • ChoiceProbability Public

    Developing estimators written in Julia. ChoiceProbability.jl

    catniplab/ChoiceProbability’s past year of commit activity
    Julia 0 0 0 0 Updated Feb 28, 2022
  • vlgp Public

    Dimensionality reduction of spikes trains

    catniplab/vlgp’s past year of commit activity
    Python 49 MIT 7 0 0 Updated Oct 9, 2021
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