brainpy.math.surrogate.PiecewiseExp

brainpy.math.surrogate.PiecewiseExp#

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

Judge spiking state with a piecewise exponential function.

See also

piecewise_exp

__init__(alpha=1.0)[source]#

Methods

__init__([alpha])

surrogate_fun(x)

The surrogate function.

surrogate_grad(x)

The gradient function of the surrogate function.