Sigmoids are used to ensure the value is between 0 and 1

The sigmoid function is defined by the following equation:

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

It is used in neural networks because it’s differentiable, and this is necessary for back propagation, and its co-domain is $[0,1]$, which can be used as probabilities.

mlai