BrainPy is a highly flexible and extensible framework targeting on the high-performance brain modeling. Among its key ingredients, BrainPy supports:
JIT compilation for class objects.
Numerical solvers for ODEs, SDEs and others.
Dynamics simulation tools for various brain objects, like neurons, synapses, networks, soma, dendrites, channels, and even more.
Dynamics analysis tools for differential equations, including phase plane analysis, bifurcation analysis, linearization analysis, and fixed/slow point finding.
Seamless integration with deep learning models.
And more ……
Comprehensive examples of BrainPy please see:
- Numerical Integrator
- Dynamics Building
- Dynamics Simulation
- Dynamics Training
- Dynamics Analysis