Название: Neural Network Design, 2nd Edition Автор: Martin T Hagan and Howard B Demuth Издательство: Martin Hagan Год: 2014 Формат: PDF Размер: 11 Мб Язык: английский / English
This book, by the authors of the Neural Network Toolbox for MATLAB, provides a clear and detailed coverage of fundamental neural network architectures and learning rules. In it, the authors emphasize a coherent presentation of the principal neural networks, methods for training them and their applications to practical problems.
Features Extensive coverage of training methods for both feedforward networks (including multilayer and radial basis networks) and recurrent networks. In addition to conjugate gradient and Levenberg-Marquardt variations of the backpropagation algorithm, the text also covers Bayesian regularization and early stopping, which ensure the generalization ability of trained networks.
Associative and competitive networks, including feature maps and learning vector quantization, are explained with simple building blocks. A chapter of practical training tips for function approximation, pattern recognition, clustering and prediction, along with five chapters presenting detailed real-world case studies. Detailed examples and numerous solved problems.
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
Neural Networks and Statistical Learning Название: Neural Networks and Statistical Learning Автор: Ke-Lin Du, M. N. S. Swamy Издательство: Springer Год: 2014 Формат: PDF Страниц: 834 Для...
Matlab Neural Network Toolbox Reference Название: Matlab Neural Network Toolbox Reference Автор: Mark Hudson Beale, Martin T. Hagan, Howard B. Demuth Издательство: The MathWorks, Inc Год:...
Neural Networks and Deep Learning: A Textbook Название: Neural Networks and Deep Learning: A Textbook Автор: Charu C. Aggarwal Издательство: Springer Год: 2018 Страниц: 497 Формат: PDF, EPUB...
Programming Neural Networks with Encog3 in C# Название: Programming Neural Networks with Encog3 in C# Автор: Jeff Heaton Издательство: Heaton Research, Incorporated Год: 2011 Формат: PDF Страниц:...
MACHINE LEARNING with NEURAL NETWORKS using MATLAB Название: MACHINE LEARNING with NEURAL NETWORKS using MATLAB Автор: J. Smith Издательство: CreateSpace Independent Publishing Год: 2017 Страниц: 382...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Neural Network Design, 2nd Edition 
