Neural networks. Full course. Tutorial

Neural networks, or rather, artificial neural networks, are a technology that is rooted in many disciplines: neurophysiology, mathematics, statistics, physics, computer science and technology. They find their application in such heterogeneous areas as modeling, analysis of temporary rows, image recognition, signal processing and management thanks to one important property - the ability to study on the basis of data with the participation of a teacher or without its intervention.
This book offers an exhaustive description of neural networks, given the multi -disciplinary nature of this subject. The material presented in the book is saturated with examples, a description of computer experiments, contains many tasks for each section, as well as an extensive bibliography