What is the purpose of activation functions in neural networks?
Activation functions are key in neural networks, especially in deep learning. They add non-linearity to the network. This lets it learn and show complex patterns in data. Without them, a neural network would just be like a simple linear model, no matter how many layers it has. The activation function takes the weighted sum of…