brainpy.integrators module
This module provides numerical solvers for various differential equations, including:
ordinary differential equations (ODEs)
stochastic differential equations (SDEs)
Details please see the following.
- General Functions
- Numerical Methods for ODEs
- Explicit Runge-Kutta Methods
- brainpy.integrators.ode.explicit_rk.ExplicitRKIntegrator
- brainpy.integrators.ode.explicit_rk.Euler
- brainpy.integrators.ode.explicit_rk.MidPoint
- brainpy.integrators.ode.explicit_rk.Heun2
- brainpy.integrators.ode.explicit_rk.Ralston2
- brainpy.integrators.ode.explicit_rk.RK2
- brainpy.integrators.ode.explicit_rk.RK3
- brainpy.integrators.ode.explicit_rk.Heun3
- brainpy.integrators.ode.explicit_rk.Ralston3
- brainpy.integrators.ode.explicit_rk.SSPRK3
- brainpy.integrators.ode.explicit_rk.RK4
- brainpy.integrators.ode.explicit_rk.Ralston4
- brainpy.integrators.ode.explicit_rk.RK4Rule38
- Adaptive Runge-Kutta Methods
- brainpy.integrators.ode.adaptive_rk.AdaptiveRKIntegrator
- brainpy.integrators.ode.adaptive_rk.RKF12
- brainpy.integrators.ode.adaptive_rk.RKF45
- brainpy.integrators.ode.adaptive_rk.DormandPrince
- brainpy.integrators.ode.adaptive_rk.CashKarp
- brainpy.integrators.ode.adaptive_rk.BogackiShampine
- brainpy.integrators.ode.adaptive_rk.HeunEuler
- Exponential Integrators
- Error Analysis of Numerical Methods
- Explicit Runge-Kutta Methods
- Numerical Methods for SDEs