Brain modeling heavily relies on calculus. Focused on differential equations, BrainPy provides an integrative simulation and analysis framework for neurodynamics in computational neuroscience and brain-inspired computation. It provides three core functions:
General numerical solvers for ODEs and SDEs (future will support DDEs and FDEs).
Neurodynamics simulation tools for various brain objects, such like neurons, synapses and networks (future will support soma and dendrites).
Neurodynamics analysis tools for differential equations, including phase plane analysis and bifurcation analysis (future will support continuation analysis and sensitive analysis).
- Numerical Solvers
- Neurodynamics Simulation
- Neurodynamics Analysis
- Synaptic Connectivity
- Efficient Synaptic Computation
- Running Order Scheduling
- More About Monitor
- Repeat Running Mode
- Unified Operations