reservoirpy.activationsfunc.sigmoid

reservoirpy.activationsfunc.sigmoid(x: ndarray) → ndarray

Sigmoid activation function.

\[f(x) = \frac{1}{1 + e^{-x}}\]

Parameters:

x (array) – Input array.

Returns:

Activated vector.

Return type:

array