BrainPy is a highly flexible and extensible framework targeting on the high-performance brain modeling. Among its key ingredients, BrainPy supports:
JIT compilation for functions and 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, and linearization analysis.
Seamless integration with deep learning models, but has the high speed acceleration because of JIT compilation.
And more ……
Comprehensive examples of BrainPy please see:
- Numerical Integrator
- Dynamics Simulation
- Dynamics Training
- Dynamics Analysis