Resources

Learning/teaching

  • Getting started in cognitive science
  • Mathematical applications in psychology
  • Advice for young investigators
  • Lightweight guidelines for code and data sharing

    • Data

  • Phrase similarity data from Gershman & Tenenbaum (2015), "Phrase similarity in humans and machines"
  • Code and data from Kool et al. (2016), "When does model-based control pay off?"

    • Demos

  • Hierarchical motion perception

    • Software

  • CCNL fMRI analysis tools
  • Reinforcement learning / drift diffusion models
  • Topographic latent source analysis for fMRI and M/EEG
  • Nonparametric variational inference
  • MFIT: simple model-fitting tools
  • Distance dependent infinite latent feature models
  • Probabilistic curve induction and testing
  • Latent cause model of associative learning
  • Infinite Bernoulli mixture model
  • Deep Boltzmann machines
  • Hierarchical motion perception model