brainpy.analysis module

brainpy.analysis module#

This module provides analysis tools for differential equations.

  • The symbolic module use SymPy symbolic inference to make analysis of low-dimensional dynamical system (only sypport ODEs).

  • The numeric module use numerical optimization function to make analysis of high-dimensional dynamical system (support ODEs and discrete systems).

  • The continuation module is the analysis package with numerical continuation methods.

  • Moreover, we provide several useful functions in stability module which may help your dynamical system analysis.

Details in the following.

Low-dimensional Analyzers#

PhasePlane1D

Phase plane analyzer for 1D dynamical system.

PhasePlane2D

Phase plane analyzer for 2D dynamical system.

Bifurcation1D

Bifurcation analysis of 1D system.

Bifurcation2D

Bifurcation analysis of 2D system.

FastSlow1D

FastSlow2D

High-dimensional Analyzers#

SlowPointFinder

Find fixed/slow points by numerical optimization.