Sigmoid Function

A sigmoid function is any mathematical function whose graph has a characteristic S-shaped or sigmoid curve.

A common example of a sigmoid function is the logistic function

$$\sigma (x)=\frac{1}{1+e^{-x}}=\frac{e^x}{1+e^x}=1-\sigma (-x)$$