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What is the sigmoid function, and what is its use in machine learning's neural networks?
How is the sigmoid function used in machine learning's neural networks?
The sigmoid function is often used as the activation function in artificial neural networks. By applying the sigmoid function to the output of each neuron in a neural network, the network is able to model complex non-linear relationships between inputs and outputs.