Name

Formula

Range

Graphical

Identity

[−∞, +∞]

Unit step

{−1, +1}

{0, +1}

Piecewise linear

[−1, +1]

Sigmoid

[0, +1]

[−1, +1]

Gaussian

[0, +1]

Sinusoidal

[−1, +1]