Sigmoid#

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

Spike function with the sigmoid-shaped surrogate gradient.

See also

sigmoid

surrogate_fun(x)[source]#

The surrogate function.

surrogate_grad(x)[source]#

The gradient function of the surrogate function.