Courses

• Graduate Course:
  PSY9007 Computational Cognition and Artificial Intelligence
• Undegraduate Course:
  Exploration of Human Mind
  Mathematical Modeling in Psychology

Blogs

• A Roadmap for Newbies in Computational Modeling in Cognitive Neuroscience (in Chinese)
• What is free energy? (in Chinese)
• Laplacian approximation and log model evidence (in Chinese)
• Some resources for AI4Neuroscience (in Chinese)
• Explain reparameterization trick in VAE (in Chinese)
• Why estimation errors of MCMC only depends on the number of samples (in Chinese)

Code

• Utility functions
  • Ru-Yuan Zhang's matlab utility function repository
  • Ru-Yuan Zhang's python utility function repository
• Paper related code
  • Zhang, R-Y., et al (2020). PLoS computational biology
    Github code