Skip to main content

Structured validation processes in neural network simulations and analysis

As models in neuroscience have become increasingly complex, it has become more difficult to share all aspects of models and model analysis, hindering model accessibility and reproducibility. In this session, we will discuss existing resources for promoting FAIR data and models in computational neuroscience, their impact on the field, and the remaining barriers. This lecture covers the structured validation process within computational neuroscience, including the tools, services, and methods involved in simulation and analysis.

Topics covered in this lesson
  • Validation scenarios in computational neuroscience
  • An ecosystem of tools and services for model validation in simulation
  • Validation of activity data analysis methods