What is the role of the activation function in a neural network?

Instruction: Explain what an activation function is and its purpose within a neural network.

Context: This question evaluates the candidate's knowledge of neural networks, focusing on the critical role of activation functions.

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The activation function introduces nonlinearity into the network...

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