Activation Function - What is the difference between sigmoid and ReLU activation function?

Its simplicity is what makes ReLU stand out. An 'if' statement is used in both the forward and backward cycles through ReLU. On the other hand, when working with large networks, the sigmoid activation function can be computationally costly because it requires computing an exponent.