brainpy.math.surrogate.Sigmoid

brainpy.math.surrogate.Sigmoid#

class brainpy.math.surrogate.Sigmoid(alpha=4.0)[source]#

Spike function with the sigmoid-shaped surrogate gradient.

See also

sigmoid

__init__(alpha=4.0)[source]#

Methods

__init__([alpha])

surrogate_fun(x)

The surrogate function.

surrogate_grad(x)

The gradient function of the surrogate function.