This book aims to study the main concepts and architectures of artificial neural networks, as well as the computational simulation of the methods, subsequently developing a study based on the application of pattern recognition techniques, in this specific case we use image and sound recognition. Thus, the scope of the research plan is to implement a system for the recognition of both patterns, image and sound. To implement it, the Borland Delphi 7 development platform and programming language was used.