Автор: Jeff Heaton
Название: Programming Neural Networks with Encog3 in Java, 2nd Edition
Издательство: Heaton Research
Год: 2011
ISBN: 9781604390216
Язык: English
Формат: pdf
Размер: 10,7 mb
Страниц: 240

This book begins with an introduction to the kinds of tasks neural networks are suited towards. The reader is shown how to use classification, regression and clustering to gain new insights into data. Neural network architectures such as feedforward, self organizing maps, NEAT, and recurrent neural networks are introduced. This book also covers advanced neural network training techniques such as back propagation, quick propagation, resilient propagation, Levenberg Marquardt, genetic training and simulated annealing. Real world problems such as financial prediction, classifiction and image processing are introduced.