BDP Tutorials

This section contains tutorials on how to use BrainPy to accomplish model building, simulation, training, and analysis.

• Math Foundation
  • Variable and BrainPyObject
  • Control Flows for JIT compilation
  • NumPy-like Operations
  • Dedicated Operators
• Model Building
  • Using existing modules
  • Customizing new modules
• Model Simulation
  • Simulation with DSRunner
  • Parallel Simulation for Parameter Exploration
  • Monitor Every Multiple Steps
• Model Training
  • Building Training Models
  • Training with Offline Algorithms
  • Training with Online Algorithms
  • Training with Back-propagation Algorithms
  • Introduction to Echo State Network
• Model Analysis
  • Low-dimensional Analyzers
  • High-dimensional Analyzers
  • Analysis of a Decision-making Model