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


ReLU stands out for its simplicity. Both the forward and backward passes through ReLU involve a straightforward 'if' statement. In contrast, the sigmoid activation function necessitates the computation of an exponent, which can be computationally intensive when dealing with large networks.