Here are some teaching resources created by Dr. Park and the CATNIP lab.

Machine learning for neuroscience, a Cajal course (2023)

Linear Dynamical System for Neuroscience

Neural Latent State and Dynamics Inference Workshop

  • Target audience: neuroscientists with computational/statistical interest
  • python notebooks

Temporal Neural Data Analysis

  • Target audience: Graduate students in Neuroscience with basic probabilty and statistics background
  • Worksheet and code

Generalized Linear Model Outro

  • Target audience: NMA participants who have gone through the intro and tutorial
  • Neuroacademy lecture outro:

Recorded lecture: Principles of Neural Coding

  • Target audience: introductory graduate level course in neuroscience

Introduction to Neural Computation (2020-2022)