Artificial Neural Networks (ANN) belonging to the Artificial Intelligence methods play an ever increasing role in modern science. Developed in the 1950s, inspired by the neuron structure and the way how human brain works they have been finding increasingly powerful and exciting applications in all branches of science. The book deals with fundamentals and basic principles of ANN, how to use them, and commented survey of selected examples and/or applications of ANN in Science.