Neural Networks

This chapter describes neural networks, which provide the theoretical basis for machine learning. Neural networks are computational systems based on the biological neural networks. After explaining their basic idea, we introduce perceptrons, back propagation networks, Hopfield networks, Boltzmann machines, and Parallel Distributed Processing Models.