An activation function is a mathematical equation attached to each hidden and output neuron in the network.

*Transfer function** — transfer function calculates the neuron weighted sum of its inputs.*

*Activation function** — the activation function decides whether to fire or not the neuron.*

*Range** : *specifies the range of…