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yuanz271/README.md

who am i

research interests

  • information processing in the brain.
  • neural code, computation, dynamics and noise.
  • statistical and information-theoretic methods for neural signal analysis.
  • machine learning and time series modeling.

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  1. catniplab/vlgp catniplab/vlgp Public

    Dimensionality reduction of spikes trains

    Python 49 8

  2. catniplab/vjf catniplab/vjf Public

    Variational Joint Filtering

    Python 8 4

  3. pyneuroglm pyneuroglm Public

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

    Jupyter Notebook 2

  4. vlgpax vlgpax Public

    JAX version of vLGP (github.com/catniplab/vlgp)

    Python 3 1

  5. jaxfads jaxfads Public

    eXponential FAmily Dynamical Systems

    Python 1