Neural Networks
Perceptrons, multilayer networks, backpropagation, and activation functions.
Neural networks are universal function approximators built from layers of simple units. This chapter covers the perceptron, the multilayer feedforward network, forward propagation, the backpropagation algorithm derived from the chain rule, and the effect of activation function choice on learning.