The main aim of the book is to present various types of neural networks and their stability properties illustrated by simulations. It is given several discrete models such as Hopfield-type delay impulsive neural networks, neural networks with non-instantaneous impulses and delays, and several continuous neural networks with switching topologies at impulsive times both deterministic as well as random. It is discussed different types of stability properties...