Название: Neural Networks: A Comprehensive Foundation
Автор: Haykin S.
Издательство: Prentice Hall International
Жанр: Программирование
Год издания: 1999
Страниц: 897
ISBN: 0-13-908385-5
Язык: Английский
Формат: PDF
Качество: хорошее
Размер: 13 Мб

This voluminous book will tell you the important foundations of artificial neural networks. All topics are given strictly in accordance with the mathematical explanation, using the example of numerous illustrations and computer results, so it will be extremely useful for beginning programmers in this field. Also in the book there are examples of tasks, useful links to other sources and much more.

The book covers the following topics:
? learning processes;
? single-layer perceptron;
? multi-layer perceptron;
? self-organization maps;
? models based on information theory;
? Neurodynamic programming.