NumpyBrain is a microkernel framework for SNN (spiking neural network) simulation purely based on native python. It only relies on NumPy. However, if you want to get faster CPU performance, you can additionally install Numba. With Numba, the speed of C or FORTRAN can be gained in the simulation.