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pillowlab

Neural Coding and Computation Lab

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  1. GLMspiketraintutorial GLMspiketraintutorial Public

    Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

    MATLAB 91 36

  2. neuroGLM neuroGLM Public

    Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).

    MATLAB 67 38

  3. GLMspiketools GLMspiketools Public

    Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).

    MATLAB 35 26

  4. StepRampMCMC StepRampMCMC Public

    Cuda 6 4

  5. CDMentropy CDMentropy Public

    Centered Dirichlet Mixture entropy estimator for binary data

    MATLAB 9 4

Repositories

Showing 10 of 34 repositories
  • decoupledLaplace Public

    Some simple code to test out decoupled Laplace approximation for evidence optimization

    pillowlab/decoupledLaplace’s past year of commit activity
    MATLAB 0 0 0 0 Updated Jul 14, 2024
  • pillowlab/multilinearRegression’s past year of commit activity
    MATLAB 2 MIT 1 0 0 Updated Jun 6, 2024
  • VLR-STRF Public

    variational low rank estimation for spatiotemporal receptive fields

    pillowlab/VLR-STRF’s past year of commit activity
    MATLAB 2 1 0 0 Updated May 22, 2023
  • pillowlab/StepRampMCMC’s past year of commit activity
    Cuda 6 MIT 4 1 0 Updated Feb 8, 2023
  • GaussHermiteQuadrature Public

    Gauss-Hermite Quadrature (for approximating integrals w.r.t. a Gaussian density)

    pillowlab/GaussHermiteQuadrature’s past year of commit activity
    MATLAB 2 MIT 0 0 0 Updated Feb 3, 2023
  • invBlockTriDiag Public

    Efficiently compute central and off-diagonal blocks of the inverse of a block-tridiagonal matrix

    pillowlab/invBlockTriDiag’s past year of commit activity
    MATLAB 0 MIT 0 0 0 Updated Dec 25, 2022
  • automaticRidgeRegression Public

    Maximum-evidence linear regression with ridge and graph Laplacian (smoothing) priors

    pillowlab/automaticRidgeRegression’s past year of commit activity
    MATLAB 0 MIT 1 0 0 Updated Nov 8, 2022
  • pillowlab/activelearningTCs’s past year of commit activity
    MATLAB 5 MIT 1 0 0 Updated Sep 19, 2022
  • pillowlab/GLMspiketraintutorial_python’s past year of commit activity
    Jupyter Notebook 46 11 0 0 Updated Sep 5, 2022
  • GLMspiketraintutorial Public

    Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data

    pillowlab/GLMspiketraintutorial’s past year of commit activity
    MATLAB 91 MIT 36 1 0 Updated Jul 18, 2022

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