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Код товара: 1840345
On-Line Learning in Neural Networks #1

On-Line Learning in Neural Networks

Тип книги:
Тип обложки
Суперобложка
Тип книги
Книга на иностранном языке
Автор на обложке
David Saad, H. K. Moffatt
Количество страниц
0
Язык издания
Английский
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Описание

On-line learning is one of the most commonly used techniques for training neural networks. Though it has been used successfully in many real-world applications, most training methods are based on heuristic observations. The lack of theoretical support damages the credibility as well as the efficiency of neural networks training, making it hard to choose reliable or optimal methods. This book presents a coherent picture of the state of the art in the theoretical analysis of on-line learning. An introduction relates the subject to other developments in neural networks and explains the overall picture. Surveys by leading experts in the field combine new and established material and enable nonexperts to learn more about the techniques and methods used. Thisbook, the first in the area, provides a comprehensive view of the subject and will be welcomed by mathematicians, scientists and engineers, both in industry and academia.

Характеристики

Тип обложки
Суперобложка
Тип книги
Книга на иностранном языке
Автор на обложке
David Saad, H. K. Moffatt
Количество страниц
0
Язык издания
Английский
ISBN
0521652634
Вес в упаковке, г
795
Информация о технических характеристиках, комплекте поставки, стране изготовления, внешнем виде и цвете товара носит справочный характер и основывается на последних доступных к моменту публикации сведениях