Activation Function: In artificial neural networks, the activation function of a node decides the kind of output that node produces, given an input or set of inputs. The output yk is given by the input uk and bias bk, which are passed through the activation function φ(.) as shown in the following expression:
There are various types of activation functions. The following are the commonly used ones:
- Threshold function:
It is clear ...