Explore the role of activation functions in deep learning and how they help neural networks learn complex patterns.

Deep learning is a form of machine learning ... during training if the learning rate is set too high. The output of the activation function can pass to an output function for additional shaping.

A prominent style of architecture is known as the neural network, a form of so-called deep learning ... modified by learning. The activation function is used to bring the output within an expected ...