brainpy.math.surrogate.PiecewiseQuadratic

brainpy.math.surrogate.PiecewiseQuadratic#

class brainpy.math.surrogate.PiecewiseQuadratic(alpha=1.0)[source]#

Judge spiking state with a piecewise quadratic function.

__init__(alpha=1.0)[source]#

Methods

__init__([alpha])

surrogate_fun(x)

The surrogate function.

surrogate_grad(x)

The gradient function of the surrogate function.