Neural Networks. Complete Course

The book discusses the main paradigms of artificial neural networks. The presented material contains a strict mathematical substantiation of all neural network paradigms, illustrated by examples describing computer experiments, contains many practical tasks, as well as an extensive bibliography. The book also analyzes the role of neural networks when solving image recognition, control and signal processing tasks. The structure of the book is very convenient for the development of training courses with neural networks and intellectual calculations.

The book will be useful for engineers, specialists in the field of computer sciences, physicists and specialists in other areas, as well as for all those who are interested in artificial neural networks