Which statement is CORRECT about activation functions in neural networks?

a$-$ Different activation function choices have no impact on the representation capacity of neural networks.

b$-$Activation functions help neural networks use important information while suppressing the irrelevant information.

c$-$ All layers in a neural network must use the same activation function.

$$d$-$In neural networks, activation functions must be non$-$linear.